diff --git a/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip b/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip
index 7f75df16..d0c43a60 100644
Binary files a/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip and b/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip differ
diff --git a/_downloads/2cbf7eec12f4415419df2cf85cbe5c5b/visual_p300_python.zip b/_downloads/2cbf7eec12f4415419df2cf85cbe5c5b/visual_p300_python.zip
index 49cc00e9..f0576d7e 100644
Binary files a/_downloads/2cbf7eec12f4415419df2cf85cbe5c5b/visual_p300_python.zip and b/_downloads/2cbf7eec12f4415419df2cf85cbe5c5b/visual_p300_python.zip differ
diff --git a/_downloads/2fc210914b93a8aaaaa1a6667585ad74/visual_cueing_jupyter.zip b/_downloads/2fc210914b93a8aaaaa1a6667585ad74/visual_cueing_jupyter.zip
index 7bc91372..ca27b83d 100644
Binary files a/_downloads/2fc210914b93a8aaaaa1a6667585ad74/visual_cueing_jupyter.zip and b/_downloads/2fc210914b93a8aaaaa1a6667585ad74/visual_cueing_jupyter.zip differ
diff --git a/_downloads/4c0d23639fbd212d64cd06010552da22/visual_n170_python.zip b/_downloads/4c0d23639fbd212d64cd06010552da22/visual_n170_python.zip
index 379b4695..6f67e453 100644
Binary files a/_downloads/4c0d23639fbd212d64cd06010552da22/visual_n170_python.zip and b/_downloads/4c0d23639fbd212d64cd06010552da22/visual_n170_python.zip differ
diff --git a/_downloads/67001aab4aa80bdc4a44406add4d085e/visual_cueing_python.zip b/_downloads/67001aab4aa80bdc4a44406add4d085e/visual_cueing_python.zip
index 90140d18..38aa69d9 100644
Binary files a/_downloads/67001aab4aa80bdc4a44406add4d085e/visual_cueing_python.zip and b/_downloads/67001aab4aa80bdc4a44406add4d085e/visual_cueing_python.zip differ
diff --git a/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip b/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip
index 4682130c..a57c29cb 100644
Binary files a/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip and b/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip differ
diff --git a/_downloads/b1193b749e4caeff4dbfdf0c20ae6801/visual_ssvep_jupyter.zip b/_downloads/b1193b749e4caeff4dbfdf0c20ae6801/visual_ssvep_jupyter.zip
index 2a203717..fef1d03d 100644
Binary files a/_downloads/b1193b749e4caeff4dbfdf0c20ae6801/visual_ssvep_jupyter.zip and b/_downloads/b1193b749e4caeff4dbfdf0c20ae6801/visual_ssvep_jupyter.zip differ
diff --git a/_downloads/b1c28450479cda89a20f021d24809e55/visual_n170_jupyter.zip b/_downloads/b1c28450479cda89a20f021d24809e55/visual_n170_jupyter.zip
index bf8fb812..b8bdedcb 100644
Binary files a/_downloads/b1c28450479cda89a20f021d24809e55/visual_n170_jupyter.zip and b/_downloads/b1c28450479cda89a20f021d24809e55/visual_n170_jupyter.zip differ
diff --git a/_downloads/d8a61e599ef859175e65b658c0800a68/visual_ssvep_python.zip b/_downloads/d8a61e599ef859175e65b658c0800a68/visual_ssvep_python.zip
index 86939780..259fa313 100644
Binary files a/_downloads/d8a61e599ef859175e65b658c0800a68/visual_ssvep_python.zip and b/_downloads/d8a61e599ef859175e65b658c0800a68/visual_ssvep_python.zip differ
diff --git a/_downloads/d8e5dee04f613448d49984a260dabc0b/visual_p300_jupyter.zip b/_downloads/d8e5dee04f613448d49984a260dabc0b/visual_p300_jupyter.zip
index 24d7fce0..0e5821be 100644
Binary files a/_downloads/d8e5dee04f613448d49984a260dabc0b/visual_p300_jupyter.zip and b/_downloads/d8e5dee04f613448d49984a260dabc0b/visual_p300_jupyter.zip differ
diff --git a/_images/sphx_glr_01r__cueing_singlesub_analysis_004.png b/_images/sphx_glr_01r__cueing_singlesub_analysis_004.png
index 874676d5..466a3b98 100644
Binary files a/_images/sphx_glr_01r__cueing_singlesub_analysis_004.png and b/_images/sphx_glr_01r__cueing_singlesub_analysis_004.png differ
diff --git a/_images/sphx_glr_01r__cueing_singlesub_analysis_012.png b/_images/sphx_glr_01r__cueing_singlesub_analysis_012.png
index 6c4b7974..29035165 100644
Binary files a/_images/sphx_glr_01r__cueing_singlesub_analysis_012.png and b/_images/sphx_glr_01r__cueing_singlesub_analysis_012.png differ
diff --git a/_images/sphx_glr_01r__n170_viz_003.png b/_images/sphx_glr_01r__n170_viz_003.png
index 308c7ed7..269d1a27 100644
Binary files a/_images/sphx_glr_01r__n170_viz_003.png and b/_images/sphx_glr_01r__n170_viz_003.png differ
diff --git a/_images/sphx_glr_01r__n170_viz_thumb.png b/_images/sphx_glr_01r__n170_viz_thumb.png
index 0aa54ad8..e9af8137 100644
Binary files a/_images/sphx_glr_01r__n170_viz_thumb.png and b/_images/sphx_glr_01r__n170_viz_thumb.png differ
diff --git a/_images/sphx_glr_01r__p300_viz_003.png b/_images/sphx_glr_01r__p300_viz_003.png
index 4a3a5f51..3a85e155 100644
Binary files a/_images/sphx_glr_01r__p300_viz_003.png and b/_images/sphx_glr_01r__p300_viz_003.png differ
diff --git a/_images/sphx_glr_01r__p300_viz_thumb.png b/_images/sphx_glr_01r__p300_viz_thumb.png
index 7b1f8b98..666b3762 100644
Binary files a/_images/sphx_glr_01r__p300_viz_thumb.png and b/_images/sphx_glr_01r__p300_viz_thumb.png differ
diff --git a/_images/sphx_glr_02r__n170_decoding_001.png b/_images/sphx_glr_02r__n170_decoding_001.png
index 70d0e8c7..52da2436 100644
Binary files a/_images/sphx_glr_02r__n170_decoding_001.png and b/_images/sphx_glr_02r__n170_decoding_001.png differ
diff --git a/_images/sphx_glr_02r__n170_decoding_thumb.png b/_images/sphx_glr_02r__n170_decoding_thumb.png
index 0845b0f4..2aa2aae3 100644
Binary files a/_images/sphx_glr_02r__n170_decoding_thumb.png and b/_images/sphx_glr_02r__n170_decoding_thumb.png differ
diff --git a/_images/sphx_glr_02r__p300_decoding_001.png b/_images/sphx_glr_02r__p300_decoding_001.png
index 2ae3bf4f..65984ff0 100644
Binary files a/_images/sphx_glr_02r__p300_decoding_001.png and b/_images/sphx_glr_02r__p300_decoding_001.png differ
diff --git a/_images/sphx_glr_02r__p300_decoding_thumb.png b/_images/sphx_glr_02r__p300_decoding_thumb.png
index 54e63c16..3f7d7c25 100644
Binary files a/_images/sphx_glr_02r__p300_decoding_thumb.png and b/_images/sphx_glr_02r__p300_decoding_thumb.png differ
diff --git a/_images/sphx_glr_02r__ssvep_decoding_001.png b/_images/sphx_glr_02r__ssvep_decoding_001.png
index 68f4e8e0..5bae54a5 100644
Binary files a/_images/sphx_glr_02r__ssvep_decoding_001.png and b/_images/sphx_glr_02r__ssvep_decoding_001.png differ
diff --git a/_images/sphx_glr_02r__ssvep_decoding_thumb.png b/_images/sphx_glr_02r__ssvep_decoding_thumb.png
index e665712c..916e2493 100644
Binary files a/_images/sphx_glr_02r__ssvep_decoding_thumb.png and b/_images/sphx_glr_02r__ssvep_decoding_thumb.png differ
diff --git a/auto_examples/visual_cueing/01r__cueing_singlesub_analysis.html b/auto_examples/visual_cueing/01r__cueing_singlesub_analysis.html
index 98d98fbb..2e840c4e 100644
--- a/auto_examples/visual_cueing/01r__cueing_singlesub_analysis.html
+++ b/auto_examples/visual_cueing/01r__cueing_singlesub_analysis.html
@@ -489,15 +489,17 @@ <h2>Load Data<a class="headerlink" href="#load-data" title="Permalink to this he
 To: /home/runner/.eegnb/data/downloaded_data.zip
 
   0%|          | 0.00/102M [00:00&lt;?, ?B/s]
-  5%|4         | 4.72M/102M [00:00&lt;00:02, 39.6MB/s]
- 15%|#5        | 15.7M/102M [00:00&lt;00:01, 77.5MB/s]
- 25%|##5       | 25.7M/102M [00:00&lt;00:01, 44.9MB/s]
- 34%|###3      | 34.1M/102M [00:00&lt;00:01, 37.3MB/s]
- 42%|####1     | 42.5M/102M [00:00&lt;00:01, 45.0MB/s]
- 50%|#####     | 50.9M/102M [00:01&lt;00:01, 43.9MB/s]
- 64%|######4   | 65.0M/102M [00:01&lt;00:00, 63.1MB/s]
- 72%|#######2  | 73.4M/102M [00:01&lt;00:00, 51.1MB/s]
- 83%|########3 | 84.4M/102M [00:01&lt;00:00, 46.4MB/s]
+  5%|4         | 4.72M/102M [00:00&lt;00:03, 31.9MB/s]
+  9%|8         | 8.91M/102M [00:00&lt;00:02, 32.6MB/s]
+ 17%|#7        | 17.3M/102M [00:00&lt;00:02, 41.1MB/s]
+ 25%|##5       | 25.7M/102M [00:00&lt;00:01, 53.7MB/s]
+ 34%|###3      | 34.1M/102M [00:00&lt;00:01, 39.1MB/s]
+ 42%|####1     | 42.5M/102M [00:00&lt;00:01, 46.5MB/s]
+ 50%|#####     | 50.9M/102M [00:01&lt;00:01, 40.4MB/s]
+ 58%|#####8    | 59.2M/102M [00:01&lt;00:00, 48.5MB/s]
+ 67%|######6   | 67.6M/102M [00:01&lt;00:00, 52.6MB/s]
+ 82%|########2 | 83.4M/102M [00:01&lt;00:00, 75.6MB/s]
+ 91%|#########1| 92.8M/102M [00:01&lt;00:00, 59.8MB/s]
 100%|##########| 102M/102M [00:01&lt;00:00, 55.1MB/s]
 [&#39;TP9&#39;, &#39;AF7&#39;, &#39;AF8&#39;, &#39;TP10&#39;, &#39;Right AUX&#39;, &#39;stim&#39;]
 [&#39;TP9&#39;, &#39;AF7&#39;, &#39;AF8&#39;, &#39;TP10&#39;, &#39;Right AUX&#39;, &#39;stim&#39;]
@@ -735,7 +737,7 @@ <h2>Now we compute and plot the differences<a class="headerlink" href="#now-we-c
 <li><img src="../../_images/sphx_glr_01r__cueing_singlesub_analysis_011.png" srcset="../../_images/sphx_glr_01r__cueing_singlesub_analysis_011.png" alt="Power Difference Ipsi-Contra" class = "sphx-glr-multi-img"/></li>
 </ul>
 <p class="sphx-glr-script-out">Out:</p>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.patches.Rectangle object at 0x7f6e04cbb9d0&gt;
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.patches.Rectangle object at 0x7fe6217cf350&gt;
 </pre></div>
 </div>
 </section>
@@ -767,7 +769,7 @@ <h2>Target Epoching<a class="headerlink" href="#target-epoching" title="Permalin
 sample drop %:  89.67136150234741
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  13.228 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  11.411 seconds)</p>
 <div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-visual-cueing-01r-cueing-singlesub-analysis-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/c8168bec3b40b12111ac87ce4dfeac13/01r__cueing_singlesub_analysis.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">01r__cueing_singlesub_analysis.py</span></code></a></p>
diff --git a/auto_examples/visual_cueing/02r__cueing_group_analysis.html b/auto_examples/visual_cueing/02r__cueing_group_analysis.html
index 7277deea..776eff27 100644
--- a/auto_examples/visual_cueing/02r__cueing_group_analysis.html
+++ b/auto_examples/visual_cueing/02r__cueing_group_analysis.html
@@ -1600,7 +1600,7 @@ <h2>Combine subjects<a class="headerlink" href="#combine-subjects" title="Permal
 <li><img src="../../_images/sphx_glr_02r__cueing_group_analysis_092.png" srcset="../../_images/sphx_glr_02r__cueing_group_analysis_092.png" alt="Power Difference Ipsi-Contra" class = "sphx-glr-multi-img"/></li>
 </ul>
 <p class="sphx-glr-script-out">Out:</p>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.patches.Rectangle object at 0x7f6e00090490&gt;
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.patches.Rectangle object at 0x7fe6192bf9d0&gt;
 </pre></div>
 </div>
 </section>
@@ -1657,7 +1657,7 @@ <h2>Save spectra<a class="headerlink" href="#save-spectra" title="Permalink to t
 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Saved Spectra to 375Cueing*Spec.csv file in present directory
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  38.103 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  30.915 seconds)</p>
 <div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-visual-cueing-02r-cueing-group-analysis-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/d57fff739827ca575034e03b51d68a54/02r__cueing_group_analysis.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">02r__cueing_group_analysis.py</span></code></a></p>
diff --git a/auto_examples/visual_cueing/03r__cueing_behaviour_analysis_winter2019.html b/auto_examples/visual_cueing/03r__cueing_behaviour_analysis_winter2019.html
index 3162e448..43b2b272 100644
--- a/auto_examples/visual_cueing/03r__cueing_behaviour_analysis_winter2019.html
+++ b/auto_examples/visual_cueing/03r__cueing_behaviour_analysis_winter2019.html
@@ -797,7 +797,7 @@ <h2>Analyze .mat behavioural data for Accuracy and RT<a class="headerlink" href=
 27          309  0.957184    1.000000  435.428464  437.121910
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.183 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.146 seconds)</p>
 <div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-visual-cueing-03r-cueing-behaviour-analysis-winter2019-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/e9b19063c25fc9c3a038b9f1dad5d806/03r__cueing_behaviour_analysis_winter2019.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">03r__cueing_behaviour_analysis_winter2019.py</span></code></a></p>
diff --git a/auto_examples/visual_cueing/04r__cueing_group_analysis_winter2019.html b/auto_examples/visual_cueing/04r__cueing_group_analysis_winter2019.html
index fef94c9c..9fef24e6 100644
--- a/auto_examples/visual_cueing/04r__cueing_group_analysis_winter2019.html
+++ b/auto_examples/visual_cueing/04r__cueing_group_analysis_winter2019.html
@@ -1506,7 +1506,7 @@ <h2>Combine subjects<a class="headerlink" href="#combine-subjects" title="Permal
 </pre></div>
 </div>
 <img src="../../_images/sphx_glr_04r__cueing_group_analysis_winter2019_001.png" srcset="../../_images/sphx_glr_04r__cueing_group_analysis_winter2019_001.png" alt="04r  cueing group analysis winter2019" class = "sphx-glr-single-img"/><p class="sphx-glr-script-out">Out:</p>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.collections.LineCollection object at 0x7f6e053a5090&gt;
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.collections.LineCollection object at 0x7fe61e6dbad0&gt;
 </pre></div>
 </div>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="c1">#Plot Spectra Diff error bars</span>
@@ -1519,7 +1519,7 @@ <h2>Combine subjects<a class="headerlink" href="#combine-subjects" title="Permal
 </pre></div>
 </div>
 <img src="../../_images/sphx_glr_04r__cueing_group_analysis_winter2019_002.png" srcset="../../_images/sphx_glr_04r__cueing_group_analysis_winter2019_002.png" alt="04r  cueing group analysis winter2019" class = "sphx-glr-single-img"/><p class="sphx-glr-script-out">Out:</p>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.collections.LineCollection object at 0x7f6e051cc450&gt;
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.collections.LineCollection object at 0x7fe61e1a87d0&gt;
 </pre></div>
 </div>
 <p>Grand Average Ipsi</p>
@@ -1563,7 +1563,7 @@ <h2>Combine subjects<a class="headerlink" href="#combine-subjects" title="Permal
 <li><img src="../../_images/sphx_glr_04r__cueing_group_analysis_winter2019_004.png" srcset="../../_images/sphx_glr_04r__cueing_group_analysis_winter2019_004.png" alt="Power Contra" class = "sphx-glr-multi-img"/></li>
 </ul>
 <p class="sphx-glr-script-out">Out:</p>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.patches.Rectangle object at 0x7f6e09f29190&gt;
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.patches.Rectangle object at 0x7fe61e71e390&gt;
 </pre></div>
 </div>
 <p>Grand Average Ipsi-Contra Difference</p>
@@ -1584,7 +1584,7 @@ <h2>Combine subjects<a class="headerlink" href="#combine-subjects" title="Permal
 </pre></div>
 </div>
 <img src="../../_images/sphx_glr_04r__cueing_group_analysis_winter2019_005.png" srcset="../../_images/sphx_glr_04r__cueing_group_analysis_winter2019_005.png" alt="Power Difference Ipsi-Contra" class = "sphx-glr-single-img"/><p class="sphx-glr-script-out">Out:</p>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.patches.Rectangle object at 0x7f6e08572ad0&gt;
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.patches.Rectangle object at 0x7fe61e34c190&gt;
 </pre></div>
 </div>
 </section>
@@ -1713,7 +1713,7 @@ <h2>Save spectra<a class="headerlink" href="#save-spectra" title="Permalink to t
 Saved Spectra to 375CueingContraSpec.csv file in present directory
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  30.497 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  26.380 seconds)</p>
 <div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-visual-cueing-04r-cueing-group-analysis-winter2019-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/18e4b69d6ddc9302425e645c1fec16c3/04r__cueing_group_analysis_winter2019.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">04r__cueing_group_analysis_winter2019.py</span></code></a></p>
diff --git a/auto_examples/visual_cueing/sg_execution_times.html b/auto_examples/visual_cueing/sg_execution_times.html
index e55ece97..fb400a82 100644
--- a/auto_examples/visual_cueing/sg_execution_times.html
+++ b/auto_examples/visual_cueing/sg_execution_times.html
@@ -432,7 +432,7 @@
              
   <section id="computation-times">
 <span id="sphx-glr-auto-examples-visual-cueing-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline"></a></h1>
-<p><strong>01:22.011</strong> total execution time for <strong>auto_examples_visual_cueing</strong> files:</p>
+<p><strong>01:08.851</strong> total execution time for <strong>auto_examples_visual_cueing</strong> files:</p>
 <table class="docutils align-default">
 <colgroup>
 <col style="width: 88%" />
@@ -441,19 +441,19 @@
 </colgroup>
 <tbody>
 <tr class="row-odd"><td><p><a class="reference internal" href="02r__cueing_group_analysis.html#sphx-glr-auto-examples-visual-cueing-02r-cueing-group-analysis-py"><span class="std std-ref">Cueing Group Analysis</span></a> (<code class="docutils literal notranslate"><span class="pre">02r__cueing_group_analysis.py</span></code>)</p></td>
-<td><p>00:38.103</p></td>
+<td><p>00:30.915</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="04r__cueing_group_analysis_winter2019.html#sphx-glr-auto-examples-visual-cueing-04r-cueing-group-analysis-winter2019-py"><span class="std std-ref">Cueing Group Analysis Winter 2019</span></a> (<code class="docutils literal notranslate"><span class="pre">04r__cueing_group_analysis_winter2019.py</span></code>)</p></td>
-<td><p>00:30.497</p></td>
+<td><p>00:26.380</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="01r__cueing_singlesub_analysis.html#sphx-glr-auto-examples-visual-cueing-01r-cueing-singlesub-analysis-py"><span class="std std-ref">Cueing Single Subject Analysis</span></a> (<code class="docutils literal notranslate"><span class="pre">01r__cueing_singlesub_analysis.py</span></code>)</p></td>
-<td><p>00:13.228</p></td>
+<td><p>00:11.411</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="03r__cueing_behaviour_analysis_winter2019.html#sphx-glr-auto-examples-visual-cueing-03r-cueing-behaviour-analysis-winter2019-py"><span class="std std-ref">Cueing Behavioural Analysis Winter 2019</span></a> (<code class="docutils literal notranslate"><span class="pre">03r__cueing_behaviour_analysis_winter2019.py</span></code>)</p></td>
-<td><p>00:00.183</p></td>
+<td><p>00:00.146</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 </tbody>
diff --git a/auto_examples/visual_n170/01r__n170_viz.html b/auto_examples/visual_n170/01r__n170_viz.html
index 75f9ccb1..b40529b3 100644
--- a/auto_examples/visual_n170/01r__n170_viz.html
+++ b/auto_examples/visual_n170/01r__n170_viz.html
@@ -490,11 +490,11 @@ <h2>Load Data<a class="headerlink" href="#load-data" title="Permalink to this he
 To: /home/runner/.eegnb/data/downloaded_data.zip
 
   0%|          | 0.00/33.1M [00:00&lt;?, ?B/s]
-  6%|6         | 2.10M/33.1M [00:00&lt;00:01, 20.5MB/s]
- 27%|##6       | 8.91M/33.1M [00:00&lt;00:00, 36.9MB/s]
- 52%|#####2    | 17.3M/33.1M [00:00&lt;00:00, 51.6MB/s]
- 71%|#######1  | 23.6M/33.1M [00:00&lt;00:00, 54.4MB/s]
-100%|##########| 33.1M/33.1M [00:00&lt;00:00, 60.7MB/s]
+ 22%|##2       | 7.34M/33.1M [00:00&lt;00:00, 73.1MB/s]
+ 44%|####4     | 14.7M/33.1M [00:00&lt;00:00, 68.4MB/s]
+ 66%|######6   | 22.0M/33.1M [00:00&lt;00:00, 67.6MB/s]
+ 87%|########7 | 28.8M/33.1M [00:00&lt;00:00, 65.4MB/s]
+100%|##########| 33.1M/33.1M [00:00&lt;00:00, 73.4MB/s]
 [&#39;TP9&#39;, &#39;Fp1&#39;, &#39;Fp2&#39;, &#39;TP10&#39;, &#39;stim&#39;]
 [&#39;TP9&#39;, &#39;Fp1&#39;, &#39;Fp2&#39;, &#39;TP10&#39;, &#39;stim&#39;]
 Creating RawArray with float64 data, n_channels=5, n_times=76780
@@ -643,7 +643,7 @@ <h2>Epoch average<a class="headerlink" href="#epoch-average" title="Permalink to
 <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span><span class="mi">3</span><span class="p">]:</span> <span class="n">ax</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">set_ylim</span><span class="p">([</span><span class="o">-</span><span class="mf">1.5</span><span class="p">,</span><span class="mf">2.5</span><span class="p">])</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_01r__n170_viz_003.png" srcset="../../_images/sphx_glr_01r__n170_viz_003.png" alt="Fp1, Fp2, TP9, TP10" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  8.945 seconds)</p>
+<img src="../../_images/sphx_glr_01r__n170_viz_003.png" srcset="../../_images/sphx_glr_01r__n170_viz_003.png" alt="Fp1, Fp2, TP9, TP10" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  7.849 seconds)</p>
 <div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-visual-n170-01r-n170-viz-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/db7df1055da643ad96640e6377001dbf/01r__n170_viz.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">01r__n170_viz.py</span></code></a></p>
diff --git a/auto_examples/visual_n170/02r__n170_decoding.html b/auto_examples/visual_n170/02r__n170_decoding.html
index a911e7a3..f49abd1f 100644
--- a/auto_examples/visual_n170/02r__n170_decoding.html
+++ b/auto_examples/visual_n170/02r__n170_decoding.html
@@ -709,7 +709,7 @@ <h2>Plot Decoding Results<a class="headerlink" href="#plot-decoding-results" tit
 <span class="n">sns</span><span class="o">.</span><span class="n">despine</span><span class="p">()</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_02r__n170_decoding_001.png" srcset="../../_images/sphx_glr_02r__n170_decoding_001.png" alt="02r  n170 decoding" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes  1.605 seconds)</p>
+<img src="../../_images/sphx_glr_02r__n170_decoding_001.png" srcset="../../_images/sphx_glr_02r__n170_decoding_001.png" alt="02r  n170 decoding" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  54.048 seconds)</p>
 <div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-visual-n170-02r-n170-decoding-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/d5962f611a1c0434100c2f3706093684/02r__n170_decoding.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">02r__n170_decoding.py</span></code></a></p>
diff --git a/auto_examples/visual_n170/sg_execution_times.html b/auto_examples/visual_n170/sg_execution_times.html
index 126b096e..c56eca32 100644
--- a/auto_examples/visual_n170/sg_execution_times.html
+++ b/auto_examples/visual_n170/sg_execution_times.html
@@ -432,7 +432,7 @@
              
   <section id="computation-times">
 <span id="sphx-glr-auto-examples-visual-n170-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline"></a></h1>
-<p><strong>01:10.550</strong> total execution time for <strong>auto_examples_visual_n170</strong> files:</p>
+<p><strong>01:01.898</strong> total execution time for <strong>auto_examples_visual_n170</strong> files:</p>
 <table class="docutils align-default">
 <colgroup>
 <col style="width: 85%" />
@@ -441,11 +441,11 @@
 </colgroup>
 <tbody>
 <tr class="row-odd"><td><p><a class="reference internal" href="02r__n170_decoding.html#sphx-glr-auto-examples-visual-n170-02r-n170-decoding-py"><span class="std std-ref">N170 Decoding</span></a> (<code class="docutils literal notranslate"><span class="pre">02r__n170_decoding.py</span></code>)</p></td>
-<td><p>01:01.605</p></td>
+<td><p>00:54.048</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="01r__n170_viz.html#sphx-glr-auto-examples-visual-n170-01r-n170-viz-py"><span class="std std-ref">N170 Load and Visualize Data</span></a> (<code class="docutils literal notranslate"><span class="pre">01r__n170_viz.py</span></code>)</p></td>
-<td><p>00:08.945</p></td>
+<td><p>00:07.849</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="00x__n170_run_experiment.html#sphx-glr-auto-examples-visual-n170-00x-n170-run-experiment-py"><span class="std std-ref">N170 run experiment</span></a> (<code class="docutils literal notranslate"><span class="pre">00x__n170_run_experiment.py</span></code>)</p></td>
diff --git a/auto_examples/visual_p300/01r__p300_viz.html b/auto_examples/visual_p300/01r__p300_viz.html
index dd176ec8..450a24e0 100644
--- a/auto_examples/visual_p300/01r__p300_viz.html
+++ b/auto_examples/visual_p300/01r__p300_viz.html
@@ -490,8 +490,8 @@ <h2>Setup<a class="headerlink" href="#setup" title="Permalink to this headline">
 To: /home/runner/.eegnb/data/downloaded_data.zip
 
   0%|          | 0.00/18.4M [00:00&lt;?, ?B/s]
- 74%|#######4  | 13.6M/18.4M [00:00&lt;00:00, 134MB/s]
-100%|##########| 18.4M/18.4M [00:00&lt;00:00, 153MB/s]
+ 57%|#####6    | 10.5M/18.4M [00:00&lt;00:00, 105MB/s]
+100%|##########| 18.4M/18.4M [00:00&lt;00:00, 142MB/s]
 [&#39;TP9&#39;, &#39;AF7&#39;, &#39;AF8&#39;, &#39;TP10&#39;, &#39;Right AUX&#39;, &#39;stim&#39;]
 [&#39;TP9&#39;, &#39;AF7&#39;, &#39;AF8&#39;, &#39;TP10&#39;, &#39;Right AUX&#39;, &#39;stim&#39;]
 Creating RawArray with float64 data, n_channels=6, n_times=30732
@@ -615,7 +615,7 @@ <h2>Epoch average<a class="headerlink" href="#epoch-average" title="Permalink to
                           <span class="n">diff_waveform</span><span class="o">=</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">))</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_01r__p300_viz_003.png" srcset="../../_images/sphx_glr_01r__p300_viz_003.png" alt="TP9, AF8, AF7, TP10" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  13.127 seconds)</p>
+<img src="../../_images/sphx_glr_01r__p300_viz_003.png" srcset="../../_images/sphx_glr_01r__p300_viz_003.png" alt="TP9, AF8, AF7, TP10" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  13.596 seconds)</p>
 <div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-visual-p300-01r-p300-viz-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/e500d6e9072380c7b8d43c4a40d8e4f1/01r__p300_viz.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">01r__p300_viz.py</span></code></a></p>
diff --git a/auto_examples/visual_p300/02r__p300_decoding.html b/auto_examples/visual_p300/02r__p300_decoding.html
index d4e62654..06ffe715 100644
--- a/auto_examples/visual_p300/02r__p300_decoding.html
+++ b/auto_examples/visual_p300/02r__p300_decoding.html
@@ -692,7 +692,7 @@ <h2>Classfication<a class="headerlink" href="#classfication" title="Permalink to
 <span class="n">sns</span><span class="o">.</span><span class="n">despine</span><span class="p">()</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_02r__p300_decoding_001.png" srcset="../../_images/sphx_glr_02r__p300_decoding_001.png" alt="02r  p300 decoding" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  29.165 seconds)</p>
+<img src="../../_images/sphx_glr_02r__p300_decoding_001.png" srcset="../../_images/sphx_glr_02r__p300_decoding_001.png" alt="02r  p300 decoding" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  25.755 seconds)</p>
 <div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-visual-p300-02r-p300-decoding-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/c1612d0515ac035cc3602f0d2eb3810b/02r__p300_decoding.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">02r__p300_decoding.py</span></code></a></p>
diff --git a/auto_examples/visual_p300/sg_execution_times.html b/auto_examples/visual_p300/sg_execution_times.html
index 10d49d64..ef5a9956 100644
--- a/auto_examples/visual_p300/sg_execution_times.html
+++ b/auto_examples/visual_p300/sg_execution_times.html
@@ -432,7 +432,7 @@
              
   <section id="computation-times">
 <span id="sphx-glr-auto-examples-visual-p300-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline"></a></h1>
-<p><strong>00:42.291</strong> total execution time for <strong>auto_examples_visual_p300</strong> files:</p>
+<p><strong>00:39.350</strong> total execution time for <strong>auto_examples_visual_p300</strong> files:</p>
 <table class="docutils align-default">
 <colgroup>
 <col style="width: 85%" />
@@ -441,11 +441,11 @@
 </colgroup>
 <tbody>
 <tr class="row-odd"><td><p><a class="reference internal" href="02r__p300_decoding.html#sphx-glr-auto-examples-visual-p300-02r-p300-decoding-py"><span class="std std-ref">P300 Decoding</span></a> (<code class="docutils literal notranslate"><span class="pre">02r__p300_decoding.py</span></code>)</p></td>
-<td><p>00:29.165</p></td>
+<td><p>00:25.755</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="01r__p300_viz.html#sphx-glr-auto-examples-visual-p300-01r-p300-viz-py"><span class="std std-ref">P300 Load and Visualize Data</span></a> (<code class="docutils literal notranslate"><span class="pre">01r__p300_viz.py</span></code>)</p></td>
-<td><p>00:13.127</p></td>
+<td><p>00:13.596</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="00x__p300_run_experiment.html#sphx-glr-auto-examples-visual-p300-00x-p300-run-experiment-py"><span class="std std-ref">P300 run experiment</span></a> (<code class="docutils literal notranslate"><span class="pre">00x__p300_run_experiment.py</span></code>)</p></td>
diff --git a/auto_examples/visual_ssvep/01r__ssvep_viz.html b/auto_examples/visual_ssvep/01r__ssvep_viz.html
index 2aa2819a..e32691e7 100644
--- a/auto_examples/visual_ssvep/01r__ssvep_viz.html
+++ b/auto_examples/visual_ssvep/01r__ssvep_viz.html
@@ -491,7 +491,7 @@
 To: /home/runner/.eegnb/data/downloaded_data.zip
 
   0%|          | 0.00/5.14M [00:00&lt;?, ?B/s]
-100%|##########| 5.14M/5.14M [00:00&lt;00:00, 65.3MB/s]
+100%|##########| 5.14M/5.14M [00:00&lt;00:00, 68.0MB/s]
 [&#39;TP9&#39;, &#39;AF7&#39;, &#39;AF8&#39;, &#39;TP10&#39;, &#39;Right AUX&#39;, &#39;stim&#39;]
 [&#39;TP9&#39;, &#39;AF7&#39;, &#39;AF8&#39;, &#39;TP10&#39;, &#39;POz&#39;, &#39;stim&#39;]
 Creating RawArray with float64 data, n_channels=6, n_times=30720
@@ -632,7 +632,7 @@ <h2>Spectrogram<a class="headerlink" href="#spectrogram" title="Permalink to thi
 Applying baseline correction (mode: logratio)
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  14.814 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  12.370 seconds)</p>
 <div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-visual-ssvep-01r-ssvep-viz-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/89f5ff349033ec3c3d48bcfb2c3c3de2/01r__ssvep_viz.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">01r__ssvep_viz.py</span></code></a></p>
diff --git a/auto_examples/visual_ssvep/02r__ssvep_decoding.html b/auto_examples/visual_ssvep/02r__ssvep_decoding.html
index bf7864ee..c6703de3 100644
--- a/auto_examples/visual_ssvep/02r__ssvep_decoding.html
+++ b/auto_examples/visual_ssvep/02r__ssvep_decoding.html
@@ -657,7 +657,7 @@ <h2>Decoding<a class="headerlink" href="#id1" title="Permalink to this headline"
 CSP + Cov + TS
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  5.382 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  4.784 seconds)</p>
 <div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-visual-ssvep-02r-ssvep-decoding-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/6c7787744c46f6694529791768174f35/02r__ssvep_decoding.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">02r__ssvep_decoding.py</span></code></a></p>
diff --git a/auto_examples/visual_ssvep/sg_execution_times.html b/auto_examples/visual_ssvep/sg_execution_times.html
index 5a894d7a..78e04007 100644
--- a/auto_examples/visual_ssvep/sg_execution_times.html
+++ b/auto_examples/visual_ssvep/sg_execution_times.html
@@ -432,7 +432,7 @@
              
   <section id="computation-times">
 <span id="sphx-glr-auto-examples-visual-ssvep-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline"></a></h1>
-<p><strong>00:20.195</strong> total execution time for <strong>auto_examples_visual_ssvep</strong> files:</p>
+<p><strong>00:17.154</strong> total execution time for <strong>auto_examples_visual_ssvep</strong> files:</p>
 <table class="docutils align-default">
 <colgroup>
 <col style="width: 85%" />
@@ -441,11 +441,11 @@
 </colgroup>
 <tbody>
 <tr class="row-odd"><td><p><a class="reference internal" href="01r__ssvep_viz.html#sphx-glr-auto-examples-visual-ssvep-01r-ssvep-viz-py"><span class="std std-ref">SSVEP Visualization</span></a> (<code class="docutils literal notranslate"><span class="pre">01r__ssvep_viz.py</span></code>)</p></td>
-<td><p>00:14.814</p></td>
+<td><p>00:12.370</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="02r__ssvep_decoding.html#sphx-glr-auto-examples-visual-ssvep-02r-ssvep-decoding-py"><span class="std std-ref">SSVEP Decoding</span></a> (<code class="docutils literal notranslate"><span class="pre">02r__ssvep_decoding.py</span></code>)</p></td>
-<td><p>00:05.382</p></td>
+<td><p>00:04.784</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="00x__ssvep_run_experiment.html#sphx-glr-auto-examples-visual-ssvep-00x-ssvep-run-experiment-py"><span class="std std-ref">SSVEP run experiment</span></a> (<code class="docutils literal notranslate"><span class="pre">00x__ssvep_run_experiment.py</span></code>)</p></td>
diff --git a/misc/ntcs_phase1_instructions.html b/misc/ntcs_phase1_instructions.html
index 763b4aea..73577506 100644
--- a/misc/ntcs_phase1_instructions.html
+++ b/misc/ntcs_phase1_instructions.html
@@ -492,7 +492,7 @@ <h2>TL;DR instructions version<a class="headerlink" href="#tl-dr-instructions-ve
 <li><p>Run N170 experiment</p></li>
 </ol>
 <p><code class="docutils literal notranslate"><span class="pre">eegnb</span> <span class="pre">runexp</span> <span class="pre">-ip</span></code></p>
-<p>Specify 5 minutes (600 seconds) run duration</p>
+<p>Specify 5 minutes (300 seconds) run duration</p>
 <ol class="simple">
 <li><p>Repeat step 3 ten times, with (up to) 2 minute breaks in between.</p></li>
 <li><p>Zip data and upload to website via your personalized link.</p></li>
diff --git a/searchindex.js b/searchindex.js
index 39addf83..739d4c6a 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["auto_examples/index","auto_examples/visual_cueing/01r__cueing_singlesub_analysis","auto_examples/visual_cueing/02r__cueing_group_analysis","auto_examples/visual_cueing/03r__cueing_behaviour_analysis_winter2019","auto_examples/visual_cueing/04r__cueing_group_analysis_winter2019","auto_examples/visual_cueing/index","auto_examples/visual_cueing/sg_execution_times","auto_examples/visual_gonogo/index","auto_examples/visual_n170/00x__n170_run_experiment","auto_examples/visual_n170/01r__n170_viz","auto_examples/visual_n170/02r__n170_decoding","auto_examples/visual_n170/index","auto_examples/visual_n170/sg_execution_times","auto_examples/visual_p300/00x__p300_run_experiment","auto_examples/visual_p300/01r__p300_viz","auto_examples/visual_p300/02r__p300_decoding","auto_examples/visual_p300/index","auto_examples/visual_p300/sg_execution_times","auto_examples/visual_ssvep/00x__ssvep_run_experiment","auto_examples/visual_ssvep/01r__ssvep_viz","auto_examples/visual_ssvep/02r__ssvep_decoding","auto_examples/visual_ssvep/index","auto_examples/visual_ssvep/sg_execution_times","changelog","docs_notes","experiments/all_examples","experiments/cueing","experiments/gonogo","experiments/vn170","experiments/vp300","experiments/vssvep","getting_started/analysis","getting_started/available_notebooks","getting_started/data_zipper","getting_started/faq","getting_started/installation","getting_started/loading_and_saving","getting_started/running_experiments","getting_started/streaming","index","misc/about_the_docs","misc/muse_info","misc/ntcs_phase1_instructions","misc/using_an_extra_electrode_muse"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":5,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.intersphinx":1,"sphinx.ext.viewcode":1,sphinx:56},filenames:["auto_examples/index.rst","auto_examples/visual_cueing/01r__cueing_singlesub_analysis.rst","auto_examples/visual_cueing/02r__cueing_group_analysis.rst","auto_examples/visual_cueing/03r__cueing_behaviour_analysis_winter2019.rst","auto_examples/visual_cueing/04r__cueing_group_analysis_winter2019.rst","auto_examples/visual_cueing/index.rst","auto_examples/visual_cueing/sg_execution_times.rst","auto_examples/visual_gonogo/index.rst","auto_examples/visual_n170/00x__n170_run_experiment.rst","auto_examples/visual_n170/01r__n170_viz.rst","auto_examples/visual_n170/02r__n170_decoding.rst","auto_examples/visual_n170/index.rst","auto_examples/visual_n170/sg_execution_times.rst","auto_examples/visual_p300/00x__p300_run_experiment.rst","auto_examples/visual_p300/01r__p300_viz.rst","auto_examples/visual_p300/02r__p300_decoding.rst","auto_examples/visual_p300/index.rst","auto_examples/visual_p300/sg_execution_times.rst","auto_examples/visual_ssvep/00x__ssvep_run_experiment.rst","auto_examples/visual_ssvep/01r__ssvep_viz.rst","auto_examples/visual_ssvep/02r__ssvep_decoding.rst","auto_examples/visual_ssvep/index.rst","auto_examples/visual_ssvep/sg_execution_times.rst","changelog.rst","docs_notes.md","experiments/all_examples.rst","experiments/cueing.rst","experiments/gonogo.rst","experiments/vn170.rst","experiments/vp300.rst","experiments/vssvep.rst","getting_started/analysis.md","getting_started/available_notebooks.md","getting_started/data_zipper.md","getting_started/faq.md","getting_started/installation.rst","getting_started/loading_and_saving.md","getting_started/running_experiments.md","getting_started/streaming.md","index.rst","misc/about_the_docs.md","misc/muse_info.md","misc/ntcs_phase1_instructions.md","misc/using_an_extra_electrode_muse.md"],objects:{},objnames:{},objtypes:{},terms:{"0":[1,2,3,4,6,8,9,10,12,13,14,15,17,18,19,20,22,33,37,39],"00":[1,2,4,6,9,10,12,14,15,17,19,20,22],"000":[1,2,4,8,9,10,12,13,14,15,17,18,19,20,22],"000000":[3,4],"0001":1,"0032262566342012e":2,"003407155025551":10,"006811e":4,"00x__n170_run_experi":[8,12],"00x__p300_run_experi":[13,17],"00x__ssvep_run_experi":[18,22],"01":[1,6,9,12],"010084":3,"010762e":4,"010847":3,"011":6,"011956e":4,"013762e":4,"015551e":4,"016":19,"0173155":3,"017316":3,"017372e":4,"017556e":4,"019756":3,"01r__cueing_singlesub_analysi":[1,6],"01r__n170_viz":[9,12],"01r__p300_viz":[14,17],"01r__ssvep_viz":[19,22],"02":[1,2,4,9,10,14,15,20],"024561362956447e":2,"027066":3,"02r__cueing_group_analysi":[2,6],"02r__n170_decod":[10,12],"02r__p300_decod":[15,17],"02r__ssvep_decod":[20,22],"03":[3,34],"031485":3,"032591":3,"035983e":4,"036284e":4,"037251e":4,"037587e":4,"038382":3,"039849e":4,"03r__cueing_behaviour_analysis_winter2019":[3,6],"04":3,"04014799990546":3,"040148":3,"040606":3,"041447":3,"04144725":3,"042736e":4,"042786e":4,"043":[10,14,15,19,20],"04r__cueing_group_analysis_winter2019":[4,6],"05":[22,42],"051757e":4,"051914":3,"051924e":4,"052232335321777e":4,"055475e":4,"057510e":4,"0578545669354352e":2,"059":9,"061286e":4,"063702e":4,"066240e":4,"0667398674719237e":2,"067033":3,"070761":3,"072688":3,"073256":3,"073335e":4,"076334":3,"0763345":3,"08":12,"080479":3,"0804795":3,"08098575":3,"080986":3,"084514":3,"085691e":4,"085932e":4,"086011e":4,"088135e":4,"088382e":4,"09":[2,34],"090019e":4,"091042185483099e":4,"092205e":4,"093440":3,"0934405":3,"094144e":4,"095756":3,"096579e":4,"096915e":4,"099290e":4,"0m":1,"0mb":1,"0x7f6e00090490":2,"0x7f6e04cbb9d0":1,"0x7f6e051cc450":4,"0x7f6e053a5090":4,"0x7f6e08572ad0":4,"0x7f6e09f29190":4,"1":[1,2,3,4,9,10,14,15,19,20,24,28,33,35,36,37,39],"10":[1,2,3,4,9,12,15,19,24,32,35,37,38,41,42],"100":[1,2,4,9,10,14,15,19,20],"1000":[1,9,14,39],"1000m":1,"1000x350":[1,9,14,19],"100e":[14,15,20],"100m":[19,20,32],"101":[2,3,4],"102":[2,3,4,9,10,14,15],"102568":3,"1028":19,"102m":1,"103":[2,3,4,6],"104":[2,3,4],"105":[2,3,4],"106":[2,3,4],"107":2,"107123680349091e":4,"10713075":3,"107131":3,"108":[2,3,4],"109":[2,3,4],"109211":3,"10m":9,"11":[1,2,3,4,42],"110":[2,3,4],"1101":[3,4],"1102":[3,4],"1103":[3,4],"1104":[3,4],"1105":[3,4],"1106":[3,4],"1107":3,"1108":[3,4],"1109":[3,4],"111":[2,3,4],"1110":[3,4],"111111e":4,"112":[2,3,4],"1127":10,"11313499594791e":4,"1143":[14,15],"1161":[14,15],"116941991532407e":4,"1174":10,"118":2,"119":[2,10,19,20],"12":[1,2,3,4,10,15,32,42],"120":[2,8,10,13,14,15,18,19,20,35,37],"1201":3,"1202":[3,4],"1203":[3,4],"1205":[3,4],"1206":[3,4],"1209":[3,4],"1210":[3,4],"1211":[3,4],"1215":[3,4],"12191":3,"121910":3,"122":2,"125":4,"126135e":4,"127":[14,17],"127110e":4,"128359e":4,"13":[1,2,3,4,6,14,17],"130":2,"1301":[3,4],"1302":[3,4],"1304":3,"1308":3,"1311":3,"1313":[3,4],"1314":3,"1316255":3,"131626":3,"131996e":4,"1320265":3,"132027":3,"132429e":4,"133414421717288e":2,"134":4,"134699e":4,"134mb":14,"1353507280272125e":2,"136":4,"136129078256688e":2,"139":4,"139473e":4,"14":[1,3,4,19,22],"1401":[3,4],"1402":[3,4],"1403":[3,4],"1404":[3,4],"1405":[3,4],"1407":3,"1408":[3,4],"1410":[3,4],"1411":[3,4],"1412":[3,4],"1413":[3,4],"1414":[3,4],"1415":[3,4],"1416":[3,4],"144689":3,"145324":3,"146":4,"1465401250727379e":4,"146716305783254e":4,"146935e":4,"147":2,"14m":19,"15":[1,3,4,19,20],"150":1,"1500":3,"153mb":14,"154":4,"155194e":4,"155788":3,"156":2,"15641380128988e":2,"158":4,"158067":3,"1580675":3,"16":[1,2,3,4,9,10,14,15,20,42],"160":[2,4],"160645e":4,"161":4,"162":4,"162904":3,"164214772412731e":2,"165":[15,17],"166":2,"1667":9,"168":4,"168381e":4,"168927e":4,"169":2,"17":[3,4,9],"170":2,"1702hous":9,"170m":28,"171":[2,4],"172":4,"173":4,"173015":3,"176":4,"176655e":4,"177686e":4,"18":[3,4,14],"180":2,"181":2,"183":[2,3,6],"184":[14,15],"185":4,"186":4,"187":4,"19":[2,3,4,34],"192":4,"193":4,"193358e":4,"194":[2,4],"194128e":4,"194492698041396e":2,"195":[2,22],"195487e":4,"196":2,"196098e":4,"196307e":4,"197":[4,19,20],"197682e":4,"198":[2,4],"199233e":4,"1a":42,"1abovj9s0bejosqdgfnexatfz":1,"1b":42,"1c":42,"1d":42,"1e":[1,2,4,42],"1e6":[10,15,20],"1f":42,"1m":[1,9],"1mb":1,"1olcj":14,"1ostfxzeqf36r5d":9,"1zj9wx":19,"2":[1,2,3,4,9,10,14,15,19,20,24,28,32,33,35,37,39],"20":[1,3,4,9,10,19,20,22,42],"2000m":1,"200m":[1,32],"201":2,"201517e":4,"2016":[9,14,19,30,35,43],"2016988558064684e":4,"2018":[3,4,23],"2019":[0,5,6,23,25,26],"202":[2,3,4],"2020":[23,39],"203":[2,3,4],"203547":3,"204":[2,3,4],"204912953285852e":4,"205":[2,3,4],"207":[2,3,4],"208":[2,3,4],"209":[2,3,4],"20hz":[19,32],"20m":41,"21":[1,2,3,4],"210":[2,3,4],"211":[2,3,4],"212":3,"213":[1,2],"213076e":4,"214":4,"215457e":4,"22":[1,2,3,4,6],"223":2,"226":4,"227764":3,"228":[1,6],"228336":3,"22833625":3,"22982":3,"23":[3,4,9],"231124565129561e":2,"232011e":4,"232933":3,"236814e":4,"23867575":3,"238676":3,"239":[1,2,4],"24":[2,3,4,42],"242117e":4,"242424":4,"242631":3,"24263125":3,"25":[1,3,4,10,15,20,42],"250":3,"250092":3,"253":3,"253055":3,"253401":3,"256":[10,15,19],"26":[2,3,4],"265134e":4,"27":[3,4,9],"270396e":4,"271":3,"272":2,"273":3,"273891e":4,"278172e":4,"279306e":4,"28":[2,4],"285204e":4,"287051e":4,"289620e":4,"29":[2,4,15,17],"290":3,"291":17,"292653e":4,"293":3,"293275e":4,"297":3,"298211e":4,"2983383558014254e":4,"299":9,"2auyw4dlnpj9e_fah":9,"2d":1,"3":[1,2,3,4,9,10,14,15,19,20,24,33,35,37,39],"30":[1,2,4,6,9,10,14,15,19,20],"300":9,"300m":[29,32],"301":[2,3,4],"302":[1,2,3,4],"302737e":4,"303":[2,3,4],"304":[2,3,4],"304399":3,"305":[2,3,4],"30563":2,"30564":2,"306":[2,3,4],"307":[2,3,4],"30719":[10,19,20],"30720":[10,19,20],"30731":[10,14,15,19,20],"30732":[10,14,15,19,20],"308":[2,3,4],"308744e":4,"309":[2,3,4],"30hz":[19,32],"31":4,"311586":3,"3115865":3,"312":3,"313":3,"314":3,"314184517949892e":4,"315":3,"317":3,"318":3,"318740e":4,"319":3,"32":[2,4],"321":3,"322114e":4,"324403e":4,"325":3,"325457e":4,"326291":3,"327":3,"33":[2,4,9],"331":3,"331497":3,"3330375":3,"333038":3,"334":3,"335":3,"335374e":4,"3369":9,"337":3,"338":3,"339":3,"3393198398388317e":4,"339771":3,"34":[1,4],"340":3,"341316":3,"342":3,"344323e":4,"345":3,"345766e":4,"346":3,"347":3,"348":3,"35":20,"350":3,"351":3,"351041":3,"352":3,"352438e":4,"352931438541623e":4,"354581e":4,"355":3,"355015e":4,"356378e":4,"358365":3,"358448888412798e":2,"359738e":4,"36":9,"3604198590381546e":4,"361":3,"362":3,"363":3,"364":[3,9],"366325e":4,"368":3,"369":3,"37":[1,34],"370":3,"371":9,"374":3,"3740":9,"375cue":2,"375cueingbehpi":3,"375cueingcontraspec":[2,4],"375cueingeeg":[2,4],"375cueingipsispec":[2,4],"377032":3,"379":3,"38":[2,4,6],"3802425009685188e":4,"382":[20,22],"386":3,"387":[2,4],"39":[1,2],"390":3,"390503e":4,"393":3,"394":2,"394826e":4,"395":3,"39610975":3,"396110":3,"3m":9,"3mb":[1,19],"4":[1,2,3,4,10,14,15,19,20,33,37,39],"40":[2,4],"402":3,"402571924638034e":4,"403":3,"4040022690241606e":2,"407716e":4,"409":3,"40hz":32,"40m":41,"41":4,"4103845":3,"410385":3,"411093e":4,"411441e":4,"412":3,"4145":3,"4172040165017795e":2,"419":3,"42":[1,10,15,17,20,34],"420538":3,"423":3,"426":3,"426000e":4,"428464":3,"42846425":3,"43":[1,4],"434":[1,2,3,4,9],"435":3,"436":3,"436455e":4,"437":3,"437520530470482e":2,"438951097875045e":4,"439":3,"439791e":4,"439937924298582e":2,"44":1,"441354e":4,"443":3,"444701e":4,"446":3,"447362e":4,"448927e":4,"449":3,"45":[1,32],"450":3,"451":3,"45366275":3,"453663":3,"454":3,"4542289627375834e":2,"455":3,"45526175":3,"455262":3,"456":[3,4],"456576e":4,"458848":3,"45884825":3,"459":3,"45hz":32,"46":[1,4],"462939":3,"463347e":4,"465498e":4,"467":3,"467709":3,"47":4,"472":3,"474":3,"477":3,"478":3,"480":[2,4],"480537":3,"48053725":3,"482":3,"482874e":4,"484":3,"485":3,"486010e":4,"487449e":4,"488":3,"4887":3,"488700":3,"489":3,"489389":3,"4898155":3,"489816":3,"49":2,"490445":3,"492537e":4,"493727108357544e":4,"495":3,"495330e":4,"497":[4,6],"4989854712141884e":2,"4m":[1,14],"4mb":[1,9],"5":[1,2,3,4,9,14,19,20,32,33,37,39],"50":[1,3,19],"500":3,"500639e":4,"501":3,"503096e":4,"505":3,"506011e":4,"508128947253774e":4,"509823":3,"5098235":3,"51":[1,4,9],"517005e":4,"519":3,"519385e":4,"519870e":4,"52":9,"520":3,"521833":3,"521996e":4,"5250575579728726e":2,"526":3,"527":[3,9],"53":4,"5307351374032954e":4,"531119":3,"533":3,"535":3,"538071065989844":[19,20],"5395426956926104e":2,"54":[2,9],"5412585":3,"541259":3,"543":3,"543183e":4,"547":3,"547552":3,"5475525":3,"549098":3,"549501e":4,"55":1,"550":12,"5503875968992276":[14,15],"551731":3,"551979":3,"554974e":4,"556":3,"5571207459949454e":4,"56":4,"560":3,"562244":3,"56224425":3,"562hous":10,"565":10,"567893e":4,"568905e":4,"569911":3,"570382e":4,"573593019715717e":4,"575594e":4,"576869e":4,"578":3,"578761e":4,"58":[2,3],"5814465":3,"581447":3,"5824220701839164e":2,"583955":3,"584127":3,"587":3,"591767e":4,"592227":3,"594952e":4,"596349":3,"599190e":4,"599855":3,"59985525":3,"5e":9,"5m":1,"5mb":[1,9],"6":[1,2,3,4,9,10,14,15,19,20,30,32,33,37,39],"60":[1,9,19],"600":[3,42],"600000":3,"602":9,"605":[10,12],"61":2,"611":3,"61283":[2,4],"61284":[2,4],"61295":[1,2,4],"61296":[1,2,4],"61307":[2,4],"61308":[2,4],"615777e":4,"6175863611708584e":2,"629063":3,"6291150675500986e":4,"63":1,"631":3,"632265e":4,"635330e":4,"637907e":4,"639212e":4,"63977675":3,"639777":3,"64":[1,4],"6421745679207278e":4,"642289":3,"643":3,"643642e":4,"643681129897093e":4,"643791e":4,"65":[1,4,19,32],"654300e":4,"659712e":4,"66":4,"662":3,"664422137282257e":4,"664923":3,"6649235":3,"6651645":3,"665165":3,"666293e":4,"666531":3,"66653125":3,"667171":3,"67":[2,4],"670213":3,"67136150234741":1,"6717025":3,"671703":3,"681":3,"682534e":4,"68275862":3,"682759":3,"687247e":4,"690330e":4,"695745":3,"699470e":4,"6m":[9,14],"6mb":[1,9],"7":[1,2,3,4,33,35,37,39],"70":2,"7053453190038354e":2,"707963":3,"7079635":3,"71":[2,9],"712594":3,"7125945":3,"713":3,"719235e":4,"719449":3,"72":1,"72875575":3,"728756":3,"728775e":4,"72m":1,"73":[1,4],"730519":3,"733333":3,"73333333":3,"734091e":4,"736862":3,"738388":3,"74":[2,14],"7458885":3,"745889":3,"746872e":4,"747567e":4,"75":19,"751927e":4,"753921":3,"7562617842726854e":2,"757364e":4,"757576":4,"757861e":4,"75905900013095":3,"75e":10,"75hz":30,"762940e":4,"76743":9,"76744":9,"76767":9,"76768":9,"76779":9,"76780":9,"76815":9,"76816":9,"769":2,"76911":9,"76912":9,"76935":9,"76936":9,"769963e":4,"77":1,"770h":32,"7733503400444895e":4,"77464788732395":1,"775045":3,"775386e":4,"777":9,"777715e":4,"780758":3,"78332":3,"789004769369648e":4,"789338e":4,"791318":3,"7m":1,"7mb":9,"8":[1,2,3,4,9,10,14,15,19,20,33,37,39],"800000":3,"8001":24,"800m":[19,20],"800x800":1,"801":[10,14,15],"802644e":4,"804":3,"805033297719247e":4,"806035e":4,"81":4,"814":[19,22],"815995e":4,"818109e":4,"83":[1,4],"833333":3,"83333333":3,"833667e":4,"833832231476315e":2,"8344086913139683e":4,"835722e":4,"84":1,"85":15,"857313e":4,"859108":3,"86":2,"860489":3,"86163342748139e":4,"863042e":4,"8633016529355743e":2,"867152":3,"867214e":4,"87":2,"871":9,"875":3,"875000":3,"8760356184521756e":4,"878931e":4,"88":4,"88296296":3,"882963":3,"884407":3,"88974359":3,"889744":3,"89":1,"892637e":4,"894":3,"897321":3,"89732143":3,"899140":3,"89914021":3,"9":[2,3,4,9,10,37,39],"90":[2,4],"900":32,"900000":3,"90046296":3,"900463":3,"901094":3,"901325e":4,"901593e":4,"902263":3,"907671e":4,"907964859843773e":4,"908333":3,"90833333":3,"90m":32,"910190e":4,"911713":3,"91171329":3,"91666667":3,"916667":3,"91680961":3,"916810":3,"917412e":4,"918":9,"919014":3,"919786096256688":9,"91m":9,"92":2,"920807":3,"92080745":3,"923469":3,"92346939":3,"925891":3,"928571":3,"92857143":3,"928711e":4,"932556":3,"9326765":3,"932677":3,"93279":9,"93280":9,"940851":3,"941176":3,"94117647":3,"941860":3,"94186047":3,"94187987":3,"941880":3,"94210575":3,"942106":3,"944371e":4,"945":[9,12],"945121":3,"947160":3,"94716042":3,"947368":3,"94736842":3,"947652":3,"94949495":3,"949495":3,"95":1,"950266":3,"95026625":3,"954034":3,"95403439":3,"955357":3,"95535714":3,"95718391":3,"957184":3,"957555":3,"95755518":3,"957683e":4,"958333":3,"95833333":3,"95959184":3,"959592":3,"959target":[14,15],"96":[2,3],"961538":3,"96153846":3,"96428571":3,"964286":3,"96479592":3,"964796":3,"965517":3,"96551724":3,"9657173668455877e":2,"966269e":4,"97":[1,9,14],"970588":3,"97058824":3,"972222":3,"97222222":3,"9726944442083354e":2,"973":3,"97395994":3,"973960":3,"97468575":3,"974686":3,"976043e":4,"976622e":4,"97727273":3,"977273":3,"97767857":3,"977679":3,"978091e":4,"978303":3,"979737e":4,"982299":3,"9822995":3,"98305085":3,"983051":3,"983333":3,"98333333":3,"984897":3,"986854e":4,"989374":3,"990196":3,"99019608":3,"991890e":4,"992109e":4,"994502":3,"996":[10,19,20],"999":35,"999804":3,"9m":1,"9mb":[1,9],"abstract":[23,38],"bj\u00e4reholt":39,"break":[36,37,42],"case":[24,36,37,38,42],"class":[15,23,37,38],"default":[30,33,34,37,38,42],"do":[9,14,19,20,33,35,36],"final":[9,14,19,37,42],"function":[0,1,2,4,9,10,14,15,19,20,23,25,35,36,38,39],"import":[1,2,3,4,8,9,10,13,14,15,18,19,20,35,36,37,38,42],"long":[37,42,43],"new":[23,24,33,35,36,37,39,42],"public":35,"return":37,"short":42,"switch":[24,38],"true":[1,2,4,9,10,14,15,19,20],"try":[10,20,42],"while":[20,32,42],A:[20,26,32,35,36,39,40,42],As:[33,35,37,42],At:[24,42],By:34,For:[30,35,36,37,39,42],If:[1,2,3,4,9,10,14,15,19,20,33,35,36,37,38,39,42],In:[24,28,29,30,35,38,39,40,41,42,43],It:[2,23,24,29,30,32,35,37,38,42,43],No:[1,38,39],Not:[10,15,35],On:39,One:[1,20],The:[2,9,10,14,15,19,20,23,24,26,27,28,29,30,32,33,35,36,37,38,39,40,41,42],There:[24,33,35,37,41,42],These:[23,32,35,37,38,42,43],To:[1,9,14,19,31,33,35,37,38,42],With:[19,32,43],_20hz:20,_30hz:20,_:[33,38,42],_zip:33,ab:[1,2,4,32],abil:1,abl:[28,29,32,36,42],abort:42,about:[32,35,37,39,42],abov:[24,33,35,37,38,42],accept:42,access:[39,42,43],accinvalid:3,accord:[9,14],accur:3,accuraci:[32,41],accvalid:3,achiev:42,acquisit:39,across:35,activ:[24,28,30,32,33,35,37,42],actual:[24,42],ad:[23,32,43],add:[1,2,4,24,31,35,39],add_channel:20,add_patch:[1,2,4],addit:[20,24,30,35,37,38,42],addition:[40,42],addon:42,addr:38,address:[37,38,42],adjust:[9,37,39,42],af7:[1,2,4,10,14,15,19,20],af8:[1,2,4,10,14,15,19,20],afford:[39,43],after:[1,2,4,9,10,14,15,19,20,26,28,29,32,33,37,39],afteth:42,ag:42,again:[19,42],agnost:[33,37],aim:39,alexandr:[32,39],algorithm:[10,15,28],all:[1,5,7,9,10,11,16,19,20,21,26,27,28,29,30,32,33,34,35,36,37,39,42],allow:[33,35,37,39,43],alon:20,along:42,alpha:[1,26,39],alreadi:[9,14,19,35],also:[1,19,24,32,37,38,39,42],although:[28,30,32,43],amanda:39,ambiti:39,amidst:29,amount:30,amplitud:[1,19,20,32],an:[2,8,9,10,13,14,15,18,19,26,27,28,30,32,33,36,37,39,42],anaconda:42,analys:39,analysi:[0,5,6,9,10,14,15,19,20,25,26,35,36,39,43],analyz:[1,2,35,36,39],andrei:39,ani:[0,23,25,32,35,38,42,43],anim:28,anonym:42,anoth:[29,42],answer:42,anterior:32,anyon:42,anywher:43,api:[23,33,37,39],appear:[1,19,32,35,36,42,43],append:[1,2,4],appli:[1,2,4,19,20,32,43],applic:[30,37,39],apply_baselin:[1,2,4],appoint:42,approach:[20,23,32,42],appropri:[28,33,37,38],approxim:[24,42],ar:[0,1,3,9,14,19,20,24,25,26,28,32,33,35,36,37,38,39,40,41,43],area:[20,28,30],aren:32,argmax:[2,4],around:[9,10,20,23,28,29,32],arrai:[2,3,4,9,10,14,15],arrang:28,artifact:2,asid:42,ask:[27,32,35,37,42],aspect:[1,2,4],attan:32,attempt:[28,29],attent:[27,29,32],auc:[10,15,20],auditori:[33,37,39],auto:[1,2,4,10,15,20,40],auto_examples_jupyt:[0,25],auto_examples_python:[0,25],auto_examples_visual_cu:6,auto_examples_visual_n170:12,auto_examples_visual_p300:17,auto_examples_visual_ssvep:22,automat:[36,37,38,42,43],aux:[1,2,4,10,14,15,19,20,43],avail:[0,10,15,25,33,35,37,39,42,43],averag:[1,3,19],avoid:20,ax:[1,2,3,4,9,14,19],axi:3,b:[1,9,14,19,39],back:[30,42],backend:[1,23,35,37,38],background:[29,38,42],backward:[1,2,4,9,10,14,15,20],bad:[10,15],bad_sub:[2,4],band:[1,2,4,9,10,14,15,20],bandana:30,bandpass:[1,2,4,9,10,14,15,20],bank:[20,32],banvil:39,bar:[2,3,4],barach:[32,39],barplot:[3,10,15,20],base:[20,23,24,30,36,39,40],baselin:[1,2,4,9,10,14,15,19,20],basic:3,bat:35,bc:41,bci:30,beauti:42,becaus:[19,20,40],becom:26,bedroom:42,been:[1,2,3,4,9,10,14,15,19,20,24,33,37,38,42],befor:[1,19,20,38,42],beforehand:20,begin:[32,38,42],behaviour:[0,5,6,25,26],behind:38,being:[24,35,36,37,38,42],believ:[28,29],belong:36,below:[26,33,35,36,37,38,39,42],ben:39,benefit:42,best:[20,39,42],beta:39,better:[24,26,39,42],between:[1,2,23,30,35,38,42],bgapi:35,big:42,bin:35,binari:20,binder:[20,35],bit:42,blank:37,bled112:39,bled:42,blink:[1,19,20,37,42],block:[9,14,19,42],blue:[1,38],bluemus:[39,42],bluetooth:[35,42],board:[35,36,38,42],board_nam:[8,13,18,35,37],bodi:28,bonu:42,both:[2,3,4,20,23,32,36,37,39],bottom:[24,42],brain:[28,30],brainbit:[37,39],brainflow:[23,38,39,42],brainhack:39,brainmod:23,branch:24,breath:42,breather:42,british:35,brows:42,browser:[1,24],budget:[39,42],bug:39,build:30,built:[23,24],butterworth:[1,2,4,9,10,14,15,20],button:[38,42],bypass:[33,35,37],c1:39,c:[36,42],ca:39,call:[23,37,38,42],camh:42,can:[0,1,19,20,24,25,26,27,30,32,33,34,35,36,37,38,39,42,43],cannot:[35,42],carefulli:42,carrier:32,cat:[14,15],categor:14,caus:35,causal:[1,2,4,9,10,14,15,20],cb:[1,2,4],cd:[24,35,42],ceas:42,cell:[9,14,19,20,35],center:32,central:[26,39],certain:[1,29,32],ch:42,ch_name:9,challeng:[23,42],chang:[24,26,39],changelog:39,channel:[1,10,15,20,42,43],channel_ord:9,charg:[30,43],cheap:39,check:[38,39,41],checkdir:42,checker:42,checksigqu:42,choic:[35,42],chosen:33,chunk:[1,2,19,20],ci:[1,9,14],circl:[27,32],citizen:42,classic:39,classif:[15,20,28],classifi:[20,32],cleanup:23,clear:[1,19,32],clearli:[19,30],clf:[10,15,20],click:[1,2,3,4,8,9,10,13,14,15,18,19,20,42],clinic:39,clone:[35,42],closer:32,closest:32,cloud:[9,14,19,23,35],cmap:[1,2,4],code:[0,1,2,3,4,5,7,8,9,10,11,13,14,15,16,18,19,20,21,24,25,26,27,28,29,30,35,38,39,42],codepros:[33,37],cognit:[26,29,35,39,42],collab:20,collabor:42,collaps:3,collect:[1,2,4,9,10,14,15,19,20,35,37,39,42],color:[1,2,19],colorbar:[1,2,4],column:[2,4,10,15,20],column_dict:3,com7:38,com:[1,9,14,19,35,38,42],combin:[24,32,38,39,40],come:[39,43],comm:42,command:[24,35,39,42],comment:40,commit:24,common:[20,29,38,39],commonli:29,commun:[30,35,39],compar:[10,15,19,32],compat:[23,35],compil:24,complementari:35,complet:[20,24,42],complex:32,compon:[1,28,32],compos:1,comprehens:42,compress:[33,39],comput:[28,35,38,39,42],concaten:20,concatenate_raw:[1,2,4],conceiv:24,concurr:[23,39],conda:[35,42],condit:[1,2,3,4,9,14,42],conduct:39,configur:[40,42],conform:37,congratul:42,connect:[30,35,37,42,43],connector:43,consciou:29,consecut:[36,37],consensu:28,consent:39,consist:[9,14,19,32,42],consol:38,constitut:36,construct:43,consult:[38,42],consum:[35,37,39],contact:42,contain:[9,10,14,15,23,24,35,38,42],content:[24,42],context:39,contigu:[1,2,4,9,10,14,15,20],continu:[9,14,19,36,42],contra:1,contra_out:[2,4],contra_spectra_out:[2,4],contralater:32,contraler:26,contribut:24,contributor:39,control:[24,27,32,38],conveni:42,convent:[39,42],convert:[24,36],coolwarm:[1,2,4],copi:20,core:[39,42],correct:[1,2,3,4,19,42],correctli:42,correspond:[19,37],correspondingli:32,cortex:[30,32],cost:39,could:20,count:[3,20],count_rt:3,cours:42,cov:20,covari:20,cover:23,creat:[1,2,3,4,8,9,10,13,14,15,18,19,20,24,35,37,39,40,42],critic:39,cross:[10,15,20],cross_val_scor:[10,15,20],csp:20,csv:[2,3,4,34,36,42],cu:26,cue:[0,5,6,23,25,33,37,39],cueing_data_path:[1,2,3,4],current:[24,33,39,42],curv:20,custom:[39,42],cutoff:[1,2,3,4,9,10,14,15,20],cv:[10,15,20],cyton:[35,36,37,39,42],cytong:42,d:42,daisi:[37,39],dano:39,data:[0,11,12,16,17,19,25,28,29,35,37,38,39],data_dir:[1,2,3,4,9,10,14,15,19,20,36],datafram:[2,3,4,10,15,20],dataset:[1,2,3,4,9,10,14,15,19,20,23,36,42],date:[10,15],day_month_year_hour:[33,42],db:[1,2,4,9,10,14,15,19,20],deal:35,debug:37,decent:42,decis:32,decod:[0,11,12,16,17,21,22,25,28,29,30],dedic:39,defin:[8,10,13,15,18,20,24,35,36,37,38],delai:32,deliveri:[35,39],demo:42,democrat:39,demonstr:[8,9,13,14,18,19,26],denot:42,densiti:[19,39],depend:[2,24,32,37,39],describ:42,descript:[10,15,20,33,37],design:[27,32],desir:[33,37,42],desktop:[33,35,42],despin:[10,15,20],detail:[33,37,39],detect:[1,27,28,30,32],determin:38,develop:[23,38,39,42],devic:[23,30,33,35,36,37,39],device_nam:[1,2,4,9,10,14,15,19,20,36],df:[2,3,4],diaconescu:[33,37],did:42,diff:[2,4],diff_out:[2,4],diff_spectra_out:[2,4],diff_waveform:[1,9,14],differ:[0,2,4,20,25,28,35,37,42],differenti:42,difficult:[19,20,32],difficulti:37,digit:[10,15,36],direct:[1,42],directli:[30,39,40,42],directori:[2,4,9,14,19],discord:39,discov:38,discriminant_analysi:[10,15,20],discriminat:20,discuss:[39,42],displai:42,distinct:19,distinguish:32,distract:42,distribut:35,doc:[35,40,42],document:[23,36,37,42],doe:[28,38,42],doesn:42,dog:[14,15],dollar:39,domain:[1,35],don:35,done:[20,35],dongl:[37,39,42],doubl:42,down:37,download:[0,1,3,4,5,7,8,9,10,11,13,14,15,16,18,19,20,21,23,24,25,26,27,28,29,30,35],downloaded_data:[1,9,14,19],dozen:28,dr:39,dramat:39,drive:[1,9,14,19],driver:[35,39],drop:[1,9,10,14,15,19,20,42],drop_channel:20,due:[30,39],duplic:42,durat:[8,10,13,15,18,35,42],dure:[19,27,32,42],e:[4,9,10,14,15,28,29,34,35,37,39],each:[1,2,3,4,9,10,14,15,19,20,24,36,37,38,42],eas:[30,43],easi:[38,42],easiest:[37,42],easili:[28,35,39],easson:39,ecg:[10,15],ed:[37,42],edgecolor:[1,2,4],edit:24,educ:39,eeg:[1,2,3,4,9,10,14,15,19,20,23,30,32,35,36,37,41,43],eeg_devic:[8,13,18,35,37],eeg_notebooks_data:36,eegdevic:37,eeglab:42,eegnb:[1,2,3,4,8,9,10,13,14,15,18,19,20,33,34,35,36,37,38,42],eegnb_data_path:[1,2,3,4,9,10,14,15,19,20],eegnb_dir:35,eegnb_exampl:[9,10,14,15,19,20],effect:[1,2,4,9,10,14,15,19,20],eigen:[10,15,20],either:[35,42],electr:[1,30],electrod:[19,20,28,30,32,42],elicit:[26,28,29],elif:[2,4],ellicit:26,ellict:26,els:[2,4],email:42,emerg:28,empir:26,en:[35,42],enabl:39,encod:28,encount:38,encourag:39,end:[9,14,32,36,42],endpoint:[1,2,4],endswith:3,enough:43,ensur:[37,42],enter:[33,36,37,42],entir:24,entri:42,enumer:3,env:35,environ:[24,34,35,39],eog:[10,15],epoch:2,epochs_al:20,equip:39,equival:35,erik:39,erp:[1,9,14,20,26,28,29,32,39],erpcov:[10,15],erpcovari:[10,15,20],error:[2,4,24,35,38,42],errorbar:[2,4],ersp_contra_out:[2,4],ersp_diff_out:[2,4],ersp_ipsi_out:[2,4],especi:42,essenti:42,establish:[35,38],estim:[10,15,20],evalu:[20,28,30,42],event:[1,2,4,9,10,14,15,19,20,27,28,29,32],event_id:[1,2,4,9,10,14,15,19,20],everi:[1,37,42],everyon:42,evok:[19,30,32],ex:[33,37],exact:38,exactli:[10,15],exampl:[1,2,3,4,5,7,8,9,10,11,13,14,15,16,18,19,20,21,23,24,26,27,28,29,30,33,37,39,43],exceed:1,excel:[24,39,41,42],except:[10,20],execut:[6,12,17,22,24,27,32],exist:[24,35],expand:39,expandus:[1,2,3,4,9,10,14,15,19,20],expect:[1,28,35,42],experi:[0,1,2,3,4,9,10,11,12,14,15,16,17,19,20,21,22,23,24,25,26,27,28,29,30,33,35,36,38],experiment:[10,15,29,39],experiment_nam:[33,42],explain:36,explor:[0,25],extend:[10,15,20,39,42],extent:[1,2,4],extern:20,extra:[30,32,35],extract:[20,32],extrem:42,ey:[1,19,20,28,39,42],f:[3,19],f_diff:[1,2,4],f_high:[1,2,4],f_low:[1,2,4],face:[9,10,14,15,28,32,42],facecolor:[1,2,4],fairli:42,fall:[3,4],fals:[1,2,3,4,9,10,14,15,19,20],familiar:[28,35],faq:39,fashion:24,fast:3,fatigu:37,feel:39,fetch_dataset:[1,2,3,4,9,10,14,15,19,20],few:[28,40,42],field:[32,36],fig:[1,2,4,9,10,14,20],figsiz:[10,15,19,20],figur:[3,9,10,14,15,19,20,24],file:[2,3,4,6,8,9,12,13,14,17,18,19,22,24,33,35,36,37,39,40],file_nam:36,filenam:[9,14,19,33,35,36,37],fill:42,filter:[2,4,10,14,15,20,32],filterwarn:[1,2,4,9,10,14,15,19,20],find:[1,2,37,39],find_ev:[1,2,4,9,10,14,15,19,20],finish:42,firewal:38,first:[2,9,14,19,24,32,37,38,42],fit:39,five:36,flag:39,flash:[30,42],float64:[1,2,4,9,10,14,15,19,20],fluctuat:1,fmax:[1,9,14],fmin:[1,9,14],focu:42,folder:[24,33,36,37,40,42],follow:[9,14,19,20,24,26,33,35,36,37,40,41,42],follw:35,force_update_info:20,foremost:42,form:[36,42],format:[10,15,24,33,36],forth:42,forthcom:39,fortun:43,forward:[1,2,4,9,10,14,15,20,42],found:[1,2,4,9,10,14,15,19,20,24,32,36,39,41,42],four:36,fp1:9,fp2:9,free:[35,39],freq1:19,freq2:19,freq:[1,2,4,19,33,37],frequenc:[1,2,4,10,15,19,20,30,32],from:[1,2,3,4,8,9,10,13,14,15,18,19,20,23,24,28,35,36,37,38,39,40,41,42],frontal:28,ftdi:42,full:[1,2,3,4,8,9,10,13,14,15,18,19,20,36,39],fulli:42,fun:42,further:[10,15,20,42],fusiform:28,fze:19,g:[29,34,37,39,42],galleri:[0,1,2,3,4,5,7,8,9,10,11,13,14,15,16,18,19,20,21,23,24,25,26,27,28,29,30],ganglion:[37,39,42],gangliong:42,gatt:35,gd:42,gener:[0,1,2,3,4,5,7,8,9,10,11,13,14,15,16,18,19,20,21,23,24,25,26,27,28,29,30,35,36,37,39,40,42],generate_save_fn:[8,13,18,35,36,37],gentli:42,geometri:20,get:[3,24,33,36,37,38],get_data:[10,15,20],getter:42,gettingstart:42,gh:[23,24],git:[24,35,42],github:[24,35,39,42],give:42,given:37,glob:[1,2,3,4],glue:39,go:[35,38,39,42],goal:39,gone:42,good:[10,15,32,42],googl:[1,9,14,19,20],googlecolab:35,gotcha:39,grab:[35,42],grade:[35,39],grand:[2,4],grandavg_contra:[2,4],grandavg_diff:[2,4],grandavg_ipsi:[2,4],grandavg_spec_contra:[2,4],grandavg_spec_contra_st:[2,4],grandavg_spec_diff:[2,4],grandavg_spec_diff_st:[2,4],grandavg_spec_ipsi:[2,4],grandavg_spec_ipsi_st:[2,4],grate:[26,32],grayscal:42,greater:[1,41],griffith:39,groundwork:39,group:[0,5,6,24,25,26],grow:39,gtec:42,gui:[37,38],guid:42,ha:[0,14,24,25,32,37,38,39,42,43],hacker:39,hairi:24,hand:[28,43],handl:37,happen:38,happi:[24,42],hardwar:[35,39,42,43],hasn:[1,2,3,4,9,10,14,15,19,20],hat:[30,43],have:[9,14,19,24,26,32,33,35,36,37,38,39,42],head:[42,43],headband:[20,28,29,30,35,39,42],headset:[9,14,19,36,42],headwear:42,hear:[32,42],heavi:38,help:[2,35],here:[1,2,3,4,8,9,10,13,14,15,18,19,20,24,26,35,37,42],hh:[10,15],hidden:36,high:[14,30,32,39,41],higher:29,highli:35,highpass:[10,15],hline:[2,4],holist:28,home:[1,3,9,14,19],horizont:26,host:[23,24],hour:42,hous:[9,10,14,15,28,32,42],how:[8,13,18,20,28,30,37,40,42,43],howev:[32,33,36,37,38,39,42],html:[24,35,40,42],http:[1,9,14,19,24,35,42],hubert:[32,39],human:[28,42],hundr:[39,42],hz:[1,2,4,9,10,14,15,19,20],i:[9,10,14,15,28,39],id:[1,2,4,9,10,14,15,19,20,36],idea:[24,39,42],ideal:[32,42],identifi:[26,32],ignor:[1,2,4,9,10,14,15,19,20],iir:[1,2,4,9,10,14,15,20],im:[1,2,4],imag:[9,14,38,42],immedi:42,implement:[23,39],implic:32,importa:2,imshow:[1,2,4],inbox:42,includ:[23,35,39,42,43],incomplet:24,increas:[1,32],indend:42,independ:32,index:[3,24,42],indic:[26,27,32],individu:[24,36],infinit:42,inflex:43,influenc:28,info:[3,39,42,43],inform:[30,35,37,38,39],inhibitori:[27,32],ininiti:39,initi:[23,35,37,39,42],inlin:2,input:[33,37],inset:43,insid:23,inspect:24,instal:[23,24,37,38,39],instruct:[23,30,35,37,38,39,41],integ:[36,37],integr:36,interact:[33,37,42],interaxon:[9,14,19,35,39],interest:42,interestingli:29,interfac:[28,38,39],intern:42,interrupt:42,interspers:32,intro:39,introduc:23,introduct:[39,42],introductori:42,introprompt:39,invalid:3,invalidli:26,invalidrt:3,invalidtarget:1,invalidtarget_left:1,invalidtarget_right:1,investig:[27,32],involv:[28,37,42],io:[3,24,35,42],ip:[33,34,37,42],ipsi:1,ipsi_out:[2,4],ipsi_spectra_out:[2,4],ipsilater:[1,2,26],ipykernel:35,ipynb:[1,2,3,4,8,9,10,13,14,15,18,19,20,24],isdir:[1,2,3,4,9,10,14,15,19,20],isnan:[2,4],isol:32,issu:[38,39,42],isub:3,itc:[1,2,4,19],item:[32,39],its:[30,32,43],jadin:[36,39],jg:[39,42],jitter:41,john:39,join:[1,2,3,4,9,10,14,15,19,20,42],jupyt:[0,1,2,3,4,5,7,8,9,10,11,13,14,15,16,18,19,20,21,23,24,25,26,27,28,29,30,35,39,40],just:[3,28,36,42,43],k:[1,2,4],kcni:42,keep:[24,39,42],kei:[2,39,42],kept:20,kernel:35,kind:43,kit:42,know:[36,42],knowledg:39,krigolson:41,kyle:[23,39],kylemathlab_dev:[1,2,3,4],lab:[39,41],label:19,lambda:20,land:35,laptop:[35,39],larg:[19,20,24,28,39],larger:[19,26,39],last:[37,42],latenc:41,later:[26,28,32],latest:[35,42],launch:42,lda:[10,15,20],lead:[24,39],learn:[10,15,20,39,42],lectur:42,left:[1,2,4,32,37],leftcu:[1,2,4],legend:[2,4,19],len:[1,2,3,4,9,10,14,15,19,20],length:37,less:[32,39],level:[24,26,29,39,42],librari:[2,24,36,37,38,39],lift:38,light:42,like:[30,33,36,37,38,39,42],limit:[39,43],line:[24,38,39,42],linear:20,linear_model:[10,15,20],lineardiscriminantanalysi:[10,15,20],linecollect:4,linewidth:[1,2,4],link:[24,40,42],linspac:[1,2,4],linux:[24,38,39],list:[9,14,19,34,35,38,42],listdir:3,littl:32,live:42,ll:[28,43],load:[0,3,11,12,16,17,19,25,28,29,35,37],load_and_visu:[10,15,20],load_data:[1,2,4,9,10,14,15,19,20,35,36],loadmat:3,local:[9,14,19,24,33,34,36,42],local_ntc:33,localhost:24,locat:[24,26,39,40,43],lock:39,log10:19,log:20,logisticregress:[10,15,20],logratio:[1,2,19],logspac:19,look:[1,19,20,33,37,38,39],loop:3,lot:[38,41],love:42,low:[14,20,32,39],lower:[1,2,4],lowpass:[10,15],lr:[10,15],lsl:[23,35,39,43],m:[10,15,20,24,35],ma:37,mac:[24,37,38,39],macaddr:37,machin:[10,15,20,36,39,42],maco:[35,37],made:43,mai:[20,24,29,32,35,42],mail:39,main:24,maintain:24,major:[23,35,39,42],make:[1,2,24,32,35,38,39,40,43],make_pipelin:[10,15,20],makefil:24,male:43,manag:[35,42],mandatori:42,mani:[39,42],manual:[9,35],map:[20,42],markiv:42,match:37,mathewson:[23,39],matplotlib:[1,2,3,4,10,15,19,20],max:[1,2,4],maxim:42,mayb:1,mb:[6,12,17,22],md:[24,40],mdm:[10,15,20],mean:[1,2,4,19,42],measur:[10,15,19,27,32,35,42],median:3,median_rt:3,memori:42,menu:38,messag:35,method:[1,2,4,9,10,14,15,20,33,37],metric:20,microusb:[30,43],might:[35,37,38,42],minconda:42,miniconda:[35,39],minimum:[39,42],minut:[1,2,3,4,8,9,10,13,14,15,18,19,20,24,32,33,37,42],misc:[10,15],mixtur:24,mkdir:35,ml:[10,15,20],mm:[10,15],mne:[1,9,10,14,15,19,20,24,39],mnebrowsefigur:1,mnelinefigur:[1,9,14,19],mobil:42,modal:29,mode:[1,2,4,19,35],model:[9,14,19,42],model_select:[10,15,20],modifi:[39,42],modul:[0,25,32],more:[26,29,30,32,33,35,37,38,39,42,43],morlet:[1,2,4],morrison:39,most:[1,20,24,28,29,32],mous:42,mouth:28,move:42,movement:42,ms:3,much:[19,24,30,37,42],multipl:[24,29,36,37,42],muse2016:[1,2,3,4,10,14,15,19,20,37,38,42],muse2016_bfn:9,muse2:[37,38,42],muse2_bfb:42,muse2_bfn:42,muse:[3,8,9,13,14,18,19,20,23,28,29,30,32,34,39],muse_raw:20,muselsl:[23,38,42],muses_bfn:42,must:[36,38,42,43],my:39,mydevic:42,n100:39,n170:[0,11,12,14,20,25,33,34,35,36,37,39],n170_data_path:[9,10],n200:41,n:[35,42],n_boot:[1,9,14],n_channel:[1,2,4,9,10,14,15,19,20],n_cond:3,n_cycl:[1,2,4,19],n_fft:19,n_job:[10,15,20],n_per_seg:19,n_sesh:3,n_split:[10,15,20],n_sub:3,n_time:[1,2,4,9,10,14,15,19,20],name:[3,8,13,18,35,37,38,42],nan:[2,4],nan_polici:[2,4],nanmean:[2,3,4],nanmedian:3,nanstd:[2,3,4],nativ:[35,42],natur:[30,39],naturalist:39,navig:[24,38],nb_conda:35,nbsphinx:40,necessari:[35,36,37,38,39,42],need:[35,36,37,38,39,40,41,42],neg:[28,32],network:38,neural:26,neurobrit:23,neurolog:42,neuros:[39,42],neurosci:[35,39,42],neurotech:42,neurotechnolog:39,neurotechx:[24,35,37,39,42],new_dir:36,newfangl:39,newli:35,next:[1,19,20,37,42],nilearn:24,nois:1,non:[1,2,4,9,10,14,15,20,32,42],none:[1,2,4,9,10,14,15,19,20,37],normal:[32,36],nose:[28,42],note:[9,14,19,20,23,35,39,42],notebook:[1,2,3,4,5,7,8,9,10,11,13,14,15,16,18,19,20,21,23,26,27,28,29,30,35,36,38,43],noteook:4,notic:32,notion1:38,notion2:38,notion:[37,39],novel:29,now:[24,37,38,39,42],np:[1,2,3,4,10,15,19,20],ntc:39,ntcsp1:42,ntx:23,num_good:[2,4],number:[3,9,10,14,15,26,35,36,39,41,42,43],numpi:[1,2,3,4,10,15,19,20],oa:[10,15],object:[1,4,9,10,14,19,28,38],obtain:[9,14,19],occipit:30,occur:[14,28,29,32],oddbal:[14,29,33,37,39],odditori:29,off:[9,10,14,15,38],offic:42,often:[30,39],ok:42,old:39,omit:[2,4],onc:[19,36,38,42],one:[3,9,14,19,33,35,37,38,39],ones:42,onli:[3,20,24,36],onset:[20,26,32],ontario:39,open:[1,24,33,35,37,38,39,42],openbci:[23,35,37,39],oper:[35,38,39],opportun:42,option:[35,38,42],order:[0,1,2,4,9,10,14,15,20,25,28,35,37,38,43],ordereddict:[1,2,4,9,10,14,15,19,20],organ:[0,9,14,19,24,25,35],orient:[23,26],orig:[33,37],origin:[1,2,4,20,24],orphan:[26,27,28,29,30],os:[1,2,3,4,8,9,10,13,14,15,18,19,20,35,38],osc:38,oscil:26,other:[28,33,37,38,39,42],otherwis:[37,42],our:[1,28,37,42],out:[1,2,3,4,9,10,14,15,19,20,39,41,42],out_median_rt:3,out_prop_accu:3,outcom:42,outfnam:37,outlin:36,output:[2,3,4,33,35,37],output_dict:3,over:[1,3,4,19,24,30,35,37],overal:24,overcom:43,overview:42,own:36,p1:[39,42],p200:39,p300:[0,16,17,25,33,36,37,39,41,43],p300_data_path:[14,15],p:[2,4],page:[23,24,35,37,38,39],panda:[1,2,3,4,10,15,19,20],paper:39,paradigm:[14,29,39],paramet:[1,2,4,9,10,14,15,20,33,36,37,38],parfenov:39,part:[20,28,36,42],parti:[35,42],partial:43,particip:[3,10,15,42],particular:40,particularli:[35,41,42],pass:[1,2,4,9,10,14,15,20,36,37,38,42],patch:[1,2,4],path:[1,2,3,4,9,10,14,15,19,20,36],pattern:[20,28,32],pd:[1,2,3,4,10,15,19,20],peak:[1,19,32],peopl:37,per:37,perceiv:[29,32],percept:[28,32],perceptu:30,perfectli:26,perform:[2,10,15,28,42],period:[24,36,42],persist:42,person:39,phase:[1,2,4,9,10,14,15,20,39],phenomena:[26,39],phone:42,pick:[1,2,4,9,10,14,15,19,20],pick_typ:[10,15,20],pictur:[32,36,38,42,43],ping:39,pip:[35,42],pipelin:[10,15,20],place:[9,14,19,23,30,39,42,43],placehold:4,plain:24,pleas:[33,35,37,38,39,42],plot:[2,3,4,9,14,19],plot_condit:[1,4,9,14,19],plot_diff_max:[1,2],plot_max:[1,2,4],plot_max_diff:[2,4],plot_psd:[1,9,14,19],plt:[1,2,3,4,10,15,19,20],plug:38,point:[10,15,24,42],popul:[33,37],port:[23,24,30,37,39,43],posit:[1,28,29,32,41,42,43],possibl:[33,37,38,39,42],posterior:28,potenti:[19,27,28,29,30,32],power:26,power_avg_contra:[1,2,4],power_avg_diff:[1,2,4],power_avg_ipsi:[1,2,4],power_contra_tp10:[1,2,4],power_contra_tp9:[1,2,4],power_ipsi_tp10:[1,2,4],power_ipsi_tp9:[1,2,4],poz:[19,20,30,32],practic:42,preceed:26,predict:26,prefer:[35,42],preload:[1,2,4,9,10,14,15,19,20],preprocess:[10,15,20],present:[2,4,8,9,10,13,14,18,19,27,29,32,35,37,39,42],press:[27,32,38,42],pretti:43,previou:[39,42],previous:[33,35],price:39,primari:[30,32],primarili:39,princip:[23,35,42],print:[1,2,3,4,8,9,10,13,14,15,18,19,20,42],privaci:42,probabl:[14,20,32,42],problem:[20,39],proce:42,procedur:[20,42],process:[24,29,37,38,39,42],produc:[30,32],profil:28,program:[23,35,37,42],project:[35,39,42],prompt:[33,37,42],prop_accu:3,proper:[37,42],properli:[38,42],proport:3,protocol:[35,38,39],provid:[2,33,35,38,39,43],psd1:19,psd1_mean:19,psd1_std:19,psd2:19,psd2_mean:19,psd2_std:19,psd:[1,32],psd_welch:19,psychopi:[23,39],pull:[3,39],purchas:35,purpos:[35,42],push:24,put:[23,36,37,40,42],pval:[2,4],py:[1,2,3,4,6,8,9,10,12,13,14,15,17,18,19,20,22,24,37],pygatt:35,pyplot:[1,2,3,4,10,15,19,20],pyriemann:[10,15,20],python3:35,python:[0,1,2,3,4,5,7,8,9,10,11,13,14,15,16,18,19,20,21,24,25,26,27,28,29,30,37,39],pywin32:35,qualiti:39,question:[35,39,42],quickli:[9,14,19,26,42],quiet:42,quit:39,quiz:42,quizz:42,r:19,ran:33,random_st:[10,15,20],rang:[1,2,3,4,9,10,14,15,19,20,30,32,39],rapid:[9,14],rapidli:[27,32],rare:29,rate:42,rather:[24,32],raw:[1,2,4,9,10,14,15,19,20,35,36,38],raw_al:20,raw_data:[2,4],raw_filt_20hz:20,raw_filt_30hz:20,rawarrai:[1,2,4,9,10,14,15,19,20],rd:37,re:[10,15,20,24,42],reach:42,reaction:3,read:[2,36,42],readabl:38,readi:[1,2,4,9,10,14,15,19,20,39],readthedoc:40,real:39,really_bad_sub:[2,4],reason:42,recdur:37,receiv:42,recent:39,recommend:[35,37,42,43],record:[9,14,19,33,36,38,39],record_dur:[8,13,18,35,37],recording_2020:34,recording_2021:42,recording_date_tim:36,recreat:30,rect:[1,2,4],rectangl:[1,2,4],red:1,refer:[36,42],refresh:42,regard:42,region:32,regist:42,reglda:[10,15,20],regular:20,rej_thresh:[1,2,4],rej_thresh_uv:[1,2,4],reject:[1,2,4,9,10,14,15,19,20],rel:[38,39],relat:[27,28,29,32,37,39],relev:[35,42],reli:35,reliabl:[20,26],remain:[2,4],remark:32,remov:[20,23,42],rename_channel:20,render:24,reorder:9,repeat:42,repetit:30,replace_ch_nam:[19,20],repo:[23,24,35,39],report:[38,39],repres:[1,9,10,19,20],represent:[28,36],requir:[23,24,39,42],resampl:41,research:[28,39,42],reset:39,resolut:30,resolv:42,respect:[14,37,38],respond:42,respons:[9,14,19,26,28,32,39,42],rest:42,result:[3,15,20,23,42],return_itc:[1,2,4,19],reveal:32,revers:[1,2,4,9,10,14,15,20],review:42,reward:41,riemannian:20,right:[1,2,4,10,14,15,19,20,26,30,32,37,42,43],rightcu:[1,2,4],rins:42,risk:42,roc_auc:[10,15,20],room:42,round:[2,4],row:[4,42],rst:[24,40],rsvp:[9,14],rt_toofast:3,rt_tooslow:3,rtinvalid:3,rtvalid:3,run:[0,1,2,3,4,9,11,12,14,15,16,17,19,20,21,22,23,24,25,28,29,30,32,33,35,36,38,39],run_notebook:37,runexp:[34,37,42],runnabl:24,runner:[1,3,9,14,19],runzip:33,s:[1,2,4,9,14,19,20,23,28,30,32,33,35,38,39,41,43],sale:43,same:[10,15,30,32,35,37,38,42],sampl:[1,9,10,14,15,19,20,33,41,42],save:[3,8,13,18,34,37,42],save_fn:[8,13,18,35,36,37],scaffold:39,scalabl:39,scale:39,scarf:43,school:39,scienc:42,scientif:39,scikit:[10,15,20],scipi:[2,3,4],score:[10,15,20],scrambl:28,screen:42,script:[1,2,3,4,8,9,10,13,14,15,18,19,20,24,35,39,42],seaborn:[10,15,20],sec:[1,2,4,9,10,14,15,19,20],second:[1,2,3,4,8,9,10,13,14,15,18,19,20,37,42],secondari:35,section:[0,25,33,37,38,42,43],secur:[30,42],see:[1,10,15,19,20,24,28,35,37,38,39,42],seem:[28,32],seen:[30,37],segment:[1,2,4,9,10,14,15,19,20],select:[2,3,4,33,42],sens:42,sensor:32,sensori:29,sent:42,separ:[19,20,23,42],sequenc:[27,32,42],seri:[23,39,42],serial:[9,14,37,38],serial_port:38,server:[24,35,42],sesh:3,sess:1,session0001:34,session001:42,session002:3,session1:3,session:[1,2,3,4,9,10,14,15,19,20,33,35,36,42],session_nb:[8,13,18,36],set:[1,2,3,4,9,10,14,15,20,24,36,39],set_label:[1,2,4],set_titl:19,set_xlabel:19,set_xlim:19,set_xtick:3,set_xticklabel:3,set_ylabel:19,set_ylim:9,setup:[23,35,37,39,40,42],sever:[23,28,42],sex:42,shape:[2,27,32,42],shapiro:39,share:42,shield:[37,38],shop:39,should:[1,30,38,42],show:[3,9,14,19,28,32,42],shown:[9,36,38,42,43],shrinkag:[10,15,20],shwn:14,side:[24,26],sign:39,signal:[1,19,32,39],signatur:[29,42],signific:32,similar:[28,41],simpl:[20,42,43],simpler:35,simpli:42,sinc:[24,32],singl:[0,3,5,6,25,26,33,37],sio:3,sit:37,site:[1,2,3,4,9,10,14,15,19,20,23,33,36,39,42],six:[9,14,19],size:[1,9,14,19,41],skip:42,sklearn:[10,15,20],skull:30,slack:39,slow:3,small:[42,43],smaller:26,sn:[10,15,20],so:[19,20,37,42],social:39,softwar:[35,39,42],solid:42,solut:39,solver:[10,15,20],somatosensori:29,some:[1,3,8,9,10,13,14,15,18,19,20,26,35,37,42],someth:[38,39,42],sometim:42,soon:39,sound:38,sourc:[0,1,2,3,4,5,7,8,9,10,11,13,14,15,16,18,19,20,21,24,25,26,27,28,29,30,35],space:20,spacebar:[27,32],spacem:20,spatial:[20,26],spatialfilt:20,spec:2,special:35,specif:[28,32,35,36,37,42],specifi:[9,14,19,36,37,42],spectral:19,spectrogram:4,sphinx:[0,1,2,3,4,5,7,8,9,10,11,13,14,15,16,18,19,20,21,23,24,25,26,27,28,29,30,40],spike:32,spreadsheet:3,sqrt:[2,3,4],squar:[27,32],squeez:3,ss:[10,15],ssaep:[33,37,39],ssvep:[0,1,21,22,25,33,36,37,39],ssvep_data_path:[19,20],stabl:35,stai:43,stand:42,standard:[1,2,3,4,9,10,14,15,19,20,35,37,39],standardscal:[10,15,20],start:[8,13,18,35,38,42],stat:[2,3,4],state:[19,30,32],statement:42,statist:[39,41],steadi:[19,30,32],step:[2,35,37,38,39],still:[19,24,38,39,42],stim:[1,2,4,9,10,14,15,19,20],stimul:[1,19,20,29,30,32],stimuli:[28,30,32,42],stimulu:[9,10,14,15,19,20,29,30,32,35,37,39],stop:39,storag:[23,42],store:42,str:[1,2,3,4],stratifiedshufflesplit:[10,15,20],stream:[8,9,13,14,18,23,35,37,39,42,43],strean:42,strength:28,string:37,strongest:28,strongli:42,structur:[24,35,36,37],studi:42,stuff:3,sub:[1,2,3,4,24],sub_count:[2,4],subdirectori:36,subfold:33,subject0001:[34,42],subject0101:3,subject101_session2_behoutput_2018:3,subject:[0,3,5,6,9,10,14,15,19,20,25,26,27,32,35,36,39,41,42],subject_id:[8,13,18,36],subjectxxxx:36,subplot:[1,2,3,4,9,19],subprocess:23,substanti:42,subtyp:29,success:42,successfulli:38,succinct:42,suffer:43,suffici:42,suit:[24,32],sum:[2,3,4],summari:[3,39],superior:32,support:[23,30,37,39,42],sure:[38,42,43],survei:42,sustain:[24,27,32],sy:[1,2,3,4],synthet:37,system:[35,37,38,42],t5:28,t6:28,t:[1,3,9,10,14,15,19,20,32,35,42],t_diff:[1,2,4],t_high:[1,2,4],t_low:[1,2,4],tabl:[24,42],tablet:42,tag:39,take:[20,24,32,36,37,39],taken:42,talk:39,tangent:20,tangentspac:[10,15,20],target:[14,15,26,32],task:[2,26,27,39],taylor:39,team:[42,43],tec:[37,39],technic:39,technician:39,technolog:39,tell:42,temp:33,tempor:[28,30,32],temporari:35,ten:42,term:[10,15],termin:[24,33,37,38],test:[24,32,35,37,42],test_siz:[10,15,20],text:[24,42],tfr:[1,2,4,19],tfr_morlet:[1,2,4,19],than:[24,26,32,35,39,42],thank:[39,42],thei:[9,14,19,32,33,36,37,42,43],them:[1,10,15,24,37,42],thi:[0,8,9,10,13,14,15,18,19,20,23,24,25,28,29,30,32,33,35,36,37,38,39,43],think:39,third:[35,42],thoroughli:42,those:24,though:42,thousand:39,three:42,through:[3,20,23,24,29,30,33,35,42],throughout:42,thu:[1,28,29],tight_layout:19,time:[1,2,3,4,8,9,10,13,14,15,18,19,20,32,36,37,39,42],time_frequ:[1,2,4,19],timestamp:[9,10,14,15],tip:38,titl:[1,2,3,4,9,14,19,24],tl:39,tmax:[1,2,4,9,10,14,15,19,20],tmin:[1,2,4,9,10,14,15,19,20],to_csv:[2,3,4],togeth:[37,39,40],tone:32,too:3,tool:[33,35,37,42],topic:[0,25,42],toronto:42,total:[1,2,3,4,6,8,9,10,12,13,14,15,17,18,19,20,22],touch:[39,42],tp10:[1,2,4,9,10,14,15,19,20,28],tp9:[1,2,4,9,10,14,15,19,20,28],tracker:35,trackpad:42,tradit:41,trajectori:39,tredup:39,tree:24,tri:42,trial:[2,3,4,9,14,19,28,32,42],troubleshoot:[38,39],troubleshootingland:42,ts:[10,15,20],tstat:[2,4],ttest_ind:[2,4],turn:[38,42],tutori:39,twice:42,two:[1,2,4,9,10,14,15,19,20,24,32,35,37,38,42],txt:24,type:[9,10,14,15,29,42],typic:39,uc:[1,9,14,19],ultracortex:42,unansw:42,unbalanc:20,under:[20,37,39,40],underw:39,unexpect:29,unfortun:35,unicorn:[37,39],uniqu:42,univers:[39,41,42],unknown:[10,15],unlimit:42,unpredict:32,unvalid:39,up:[1,2,4,9,10,14,15,20,26,36,38,39],upcom:[26,42],updat:[23,24,33,37,42,43],upload:39,url:39,us:[1,2,9,10,14,15,19,20,24,28,29,30,32,35,39,40],usag:[35,39,42],usb:[35,37,39],user:[23,24,30,33,35,36,37,39],user_nam:36,usual:24,util:[1,2,4,9,10,14,15,19,20,35,36,42],utoronto:39,uv:[1,2,4],v0:39,valid:[3,10,15,20,26,32],validli:26,validrt:3,validtarget:1,validtarget_left:1,validtarget_right:1,valu:[1,36,37],vari:38,variabl:[8,13,18,35,37],variou:[24,33,35,37,38,39,40,42],ve:2,vect:[10,15],vector:[10,15,20],venv:35,verbos:[1,2,4,9,10,14,15,19,20],veri:[2,20,24,35],verifi:[38,42],version:[23,24,35,39],vertic:26,via:[37,42],victoria:41,video:[39,41],view:[24,28,30,34],viewer:43,virtual:35,virtualenv:35,visibl:19,visual:[0,2,3,4,10,11,12,15,16,17,20,21,22,23,25,33,35,36,37,39],visual_cueing_jupyt:[5,26],visual_cueing_python:[5,26],visual_gonogo_jupyt:[7,27],visual_gonogo_python:[7,27],visual_n170:[8,35,36,37],visual_n170_jupyt:[11,28],visual_n170_python:[11,28],visual_p300:13,visual_p300_jupyt:[16,29],visual_p300_python:[16,29],visual_ssvep:18,visual_ssvep_jupyt:[21,30],visual_ssvep_python:[21,30],vmax:[1,2,4],vmin:[1,2,4],wa:[23,24,32,33,36,39,41,42],wai:[1,28,42],want:36,warn:[1,2,4,9,10,14,15,19,20],watch:42,water:39,wave:42,wave_cycl:[1,2,4],waveform:[9,14],wavelet:[1,2,4],we:[2,9,14,19,20,24,28,29,30,35,37,38,39,40,42,43],web:[20,24],webpag:24,websit:[24,41,42],welcom:[37,39,42],well:[28,35,39,42],were:[23,32,37,41],what:39,when:[24,30,32,35,36,38,42],where:[1,29,35,36,39],whether:[27,32],which:[1,14,19,24,27,30,32,33,35,36,37,38,39,41,42],whilst:42,who:[32,35],wide:24,wifi:[37,38],window:[1,2,4,9,14,19,37,39],winter:[0,5,6,25,26],wire:43,wireless:39,within:[33,36,37,42],without:[20,35,37,42],won:42,wonder:43,work:[24,30,35,42],worth:41,would:[33,36,37,42],written:40,wrong:[38,42],wxpython:[35,42],x:[3,4,10,15,20,32,39],xdawn:15,xdawncov:[10,15],xdawncovari:[10,15,20],xlabel:[1,2,3,4],xlim:[10,15,20],xxxx:36,y:[10,15,20],ye:42,year:39,yemjo7guguuu7sshcybfsr:19,yerr:[2,3,4],yet:[1,2,3,4,9,10,14,15,19,20,33,37],ylabel:[1,2,3,4],ylim:[1,3,9],you:[9,14,19,24,33,34,35,36,37,38,39,42],your:[33,34,35,36,37,38,39,43],yourself:42,zcsixfq:1,zero:[1,2,3,4,9,10,14,15,20],zip:[0,1,5,7,9,11,14,16,19,21,25,26,27,28,29,30,39],zipper:42,zsjqdnrsbsuasgbxowwdngwtvfc:14},titles:["All Notebook Examples","Cueing Single Subject Analysis","Cueing Group Analysis","Cueing Behavioural Analysis Winter 2019","Cueing Group Analysis Winter 2019","&lt;no title&gt;","Computation times","&lt;no title&gt;","N170 run experiment","N170 Load and Visualize Data","N170 Decoding","&lt;no title&gt;","Computation times","P300 run experiment","P300 Load and Visualize Data","P300 Decoding","&lt;no title&gt;","Computation times","SSVEP run experiment","SSVEP Visualization","SSVEP Decoding","&lt;no title&gt;","Computation times","Code Changelog","EEG-Notebooks Documentation Developer Notes","All Notebook Examples","Visual Cueing","Visual Go-No-Go","Visual N170","Visual P300","Visual SSVEP","Analyzing data","Available Notebooks","Data Zipping","Frequently Asked Questions","Installation","Loading and Saving Data","Running Experiments","Initiating an EEG Stream","EEG-Notebooks","About the EEG-notebooks Documentation Pages","Technical Information about the MUSE","NTCS Phase 1 Instructions","Using an extra electrode with Muse"],titleterms:{"0":23,"1":[23,38,42],"10":36,"2":[23,38,42],"2019":[3,4],"3":42,"4":42,"5":42,"6":42,"7":42,"8":42,"9":42,"default":36,"do":[34,42],No:[27,32],On:[32,42],The:43,about:[40,41],accuraci:3,acknowledg:39,adjust:41,after:42,all:[0,25],alpha:32,an:[34,38,43],analysi:[1,2,3,4,41],analyz:[3,31],ar:42,ask:34,attach:43,auditori:32,avail:32,averag:[2,4,9,14],behaviour:3,beta:32,better:41,bled112:35,bluemus:[35,38],board:37,brainbit:38,bug:35,build:24,c1:32,chang:36,changelog:23,check:[34,42],classfic:15,classif:10,code:23,combin:[2,4],command:[33,37],common:35,compress:42,comput:[1,2,4,6,12,17,22],conda:34,connect:38,consent:42,contact:39,contra:[2,4],contribut:39,convent:36,correct:34,cue:[1,2,3,4,26],custom:37,cyton:38,daisi:38,data:[1,2,3,4,9,10,14,15,20,31,33,34,36,42,43],decod:[10,15,20],densiti:1,detail:[41,42],develop:24,devic:[8,13,18,38,42],differ:1,directori:36,doc:24,document:[24,39,40],dongl:[35,38],download:2,dr:42,driver:42,durat:37,e:42,eeg:[8,13,18,24,38,39,40,42],electrod:43,env:34,environ:42,epoch:[1,4,9,10,14,15,19,20],erp:41,exampl:[0,25,36],experi:[8,13,18,32,34,37,39,42],extra:43,faq:42,file:42,filter:[1,9],filteri:[10,14,15],find:[34,38],fit:41,flag:[33,37],forgot:34,frequent:34,from:43,full:42,g:38,ganglion:38,get:[39,42,43],go:[27,32],gotcha:42,group:[2,4],headband:[38,41],how:34,i:34,id:37,inform:[41,42],initi:[8,13,18,38],instal:[35,42],instruct:42,interaxon:38,interfac:[33,37],introduct:41,introprompt:[33,37],ipsi:[2,4],issu:35,jupyt:37,knowledg:42,librari:35,line:[33,37],linux:[35,36],live:34,load:[1,2,4,9,10,14,15,20,36],locat:[36,42],look:42,mac:[34,35],maco:36,mail:42,make:42,mat:3,miniconda:42,misc:[24,39],mne:[2,4],muse:[35,38,41,42,43],my:[34,42],n100:32,n170:[8,9,10,28,32,42],name:[34,36],neuros:38,newfangl:42,note:24,notebook:[0,24,25,32,37,39,40,42],notion:38,now:1,ntc:42,number:37,object:2,oddbal:32,old:32,openbci:[34,38,42],other:32,overview:39,p1:32,p200:32,p300:[13,14,15,29,32],page:[40,42],paradigm:32,person:42,phase:42,phenomena:32,plot:[1,10],port:[34,38,42],power:[1,2,4,9,14,19],problem:35,provid:42,psd:19,put:4,python:[35,42],qualiti:[34,41,42],question:34,readi:42,record:[34,35,37,42],relat:41,report:35,requir:35,reset:32,result:10,rt:3,run:[8,10,13,18,34,37,42],s:42,save:[2,4,36],script:37,select:37,session:37,set:42,setup:[1,2,3,4,8,9,10,13,14,15,18,20,41],sign:42,signal:[41,42],singl:1,site:24,specif:19,spectra:[2,4],spectral:1,spectrogram:[1,19],spectrum:[1,9,14,19],ssaep:32,ssvep:[18,19,20,30,32],start:39,step:42,stimuli:19,stream:[34,38],subject:[1,2,4,37],summari:42,support:38,t:[2,4],take:42,target:1,task:32,tec:38,technic:41,test:[2,4],thi:42,time:[6,12,17,22],tl:42,troubleshoot:42,tutori:41,unicorn:38,unvalid:32,up:42,upload:42,url:42,us:[33,37,38,41,42,43],usag:41,usb:38,user:42,version:[38,42],video:42,visual:[1,9,14,19,26,27,28,29,30,32,34,42],water:41,we:1,what:42,where:[34,42],window:[35,36,38,42],winter:[3,4],x:23,your:42,zip:[33,42]}})
\ No newline at end of file
+Search.setIndex({docnames:["auto_examples/index","auto_examples/visual_cueing/01r__cueing_singlesub_analysis","auto_examples/visual_cueing/02r__cueing_group_analysis","auto_examples/visual_cueing/03r__cueing_behaviour_analysis_winter2019","auto_examples/visual_cueing/04r__cueing_group_analysis_winter2019","auto_examples/visual_cueing/index","auto_examples/visual_cueing/sg_execution_times","auto_examples/visual_gonogo/index","auto_examples/visual_n170/00x__n170_run_experiment","auto_examples/visual_n170/01r__n170_viz","auto_examples/visual_n170/02r__n170_decoding","auto_examples/visual_n170/index","auto_examples/visual_n170/sg_execution_times","auto_examples/visual_p300/00x__p300_run_experiment","auto_examples/visual_p300/01r__p300_viz","auto_examples/visual_p300/02r__p300_decoding","auto_examples/visual_p300/index","auto_examples/visual_p300/sg_execution_times","auto_examples/visual_ssvep/00x__ssvep_run_experiment","auto_examples/visual_ssvep/01r__ssvep_viz","auto_examples/visual_ssvep/02r__ssvep_decoding","auto_examples/visual_ssvep/index","auto_examples/visual_ssvep/sg_execution_times","changelog","docs_notes","experiments/all_examples","experiments/cueing","experiments/gonogo","experiments/vn170","experiments/vp300","experiments/vssvep","getting_started/analysis","getting_started/available_notebooks","getting_started/data_zipper","getting_started/faq","getting_started/installation","getting_started/loading_and_saving","getting_started/running_experiments","getting_started/streaming","index","misc/about_the_docs","misc/muse_info","misc/ntcs_phase1_instructions","misc/using_an_extra_electrode_muse"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":5,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.intersphinx":1,"sphinx.ext.viewcode":1,sphinx:56},filenames:["auto_examples/index.rst","auto_examples/visual_cueing/01r__cueing_singlesub_analysis.rst","auto_examples/visual_cueing/02r__cueing_group_analysis.rst","auto_examples/visual_cueing/03r__cueing_behaviour_analysis_winter2019.rst","auto_examples/visual_cueing/04r__cueing_group_analysis_winter2019.rst","auto_examples/visual_cueing/index.rst","auto_examples/visual_cueing/sg_execution_times.rst","auto_examples/visual_gonogo/index.rst","auto_examples/visual_n170/00x__n170_run_experiment.rst","auto_examples/visual_n170/01r__n170_viz.rst","auto_examples/visual_n170/02r__n170_decoding.rst","auto_examples/visual_n170/index.rst","auto_examples/visual_n170/sg_execution_times.rst","auto_examples/visual_p300/00x__p300_run_experiment.rst","auto_examples/visual_p300/01r__p300_viz.rst","auto_examples/visual_p300/02r__p300_decoding.rst","auto_examples/visual_p300/index.rst","auto_examples/visual_p300/sg_execution_times.rst","auto_examples/visual_ssvep/00x__ssvep_run_experiment.rst","auto_examples/visual_ssvep/01r__ssvep_viz.rst","auto_examples/visual_ssvep/02r__ssvep_decoding.rst","auto_examples/visual_ssvep/index.rst","auto_examples/visual_ssvep/sg_execution_times.rst","changelog.rst","docs_notes.md","experiments/all_examples.rst","experiments/cueing.rst","experiments/gonogo.rst","experiments/vn170.rst","experiments/vp300.rst","experiments/vssvep.rst","getting_started/analysis.md","getting_started/available_notebooks.md","getting_started/data_zipper.md","getting_started/faq.md","getting_started/installation.rst","getting_started/loading_and_saving.md","getting_started/running_experiments.md","getting_started/streaming.md","index.rst","misc/about_the_docs.md","misc/muse_info.md","misc/ntcs_phase1_instructions.md","misc/using_an_extra_electrode_muse.md"],objects:{},objnames:{},objtypes:{},terms:{"0":[1,2,3,4,6,8,9,10,12,13,14,15,17,18,19,20,22,33,37,39],"00":[1,2,4,6,9,10,12,14,15,17,19,20,22],"000":[1,2,4,8,9,10,12,13,14,15,17,18,19,20,22],"000000":[3,4],"0001":1,"0032262566342012e":2,"003407155025551":10,"006811e":4,"00x__n170_run_experi":[8,12],"00x__p300_run_experi":[13,17],"00x__ssvep_run_experi":[18,22],"01":[1,6,12],"010084":3,"010762e":4,"010847":3,"011956e":4,"013762e":4,"015551e":4,"016":19,"0173155":3,"017316":3,"017372e":4,"017556e":4,"019756":3,"01r__cueing_singlesub_analysi":[1,6],"01r__n170_viz":[9,12],"01r__p300_viz":[14,17],"01r__ssvep_viz":[19,22],"02":[1,2,4,9,10,14,15,20],"024561362956447e":2,"027066":3,"02r__cueing_group_analysi":[2,6],"02r__n170_decod":[10,12],"02r__p300_decod":[15,17],"02r__ssvep_decod":[20,22],"03":[1,3,34],"031485":3,"032591":3,"035983e":4,"036284e":4,"037251e":4,"037587e":4,"038382":3,"039849e":4,"03r__cueing_behaviour_analysis_winter2019":[3,6],"04":[3,22],"04014799990546":3,"040148":3,"040606":3,"041447":3,"04144725":3,"042736e":4,"042786e":4,"043":[10,14,15,19,20],"048":[10,12],"04r__cueing_group_analysis_winter2019":[4,6],"05":42,"051757e":4,"051914":3,"051924e":4,"052232335321777e":4,"055475e":4,"057510e":4,"0578545669354352e":2,"059":9,"061286e":4,"063702e":4,"066240e":4,"0667398674719237e":2,"067033":3,"07":12,"070761":3,"072688":3,"073256":3,"073335e":4,"076334":3,"0763345":3,"08":6,"080479":3,"0804795":3,"08098575":3,"080986":3,"084514":3,"085691e":4,"085932e":4,"086011e":4,"088135e":4,"088382e":4,"09":[2,34],"090019e":4,"091042185483099e":4,"092205e":4,"093440":3,"0934405":3,"094144e":4,"095756":3,"096579e":4,"096915e":4,"099290e":4,"0m":9,"0mb":19,"0x7fe6192bf9d0":2,"0x7fe61e1a87d0":4,"0x7fe61e34c190":4,"0x7fe61e6dbad0":4,"0x7fe61e71e390":4,"0x7fe6217cf350":1,"1":[1,2,3,4,9,10,14,15,19,20,24,28,33,35,36,37,39],"10":[1,2,3,4,9,14,15,19,24,32,35,37,38,41,42],"100":[1,2,4,9,10,14,15,19,20],"1000":[1,9,14,39],"1000m":1,"1000x350":[1,9,14,19],"100e":[14,15,20],"100m":[19,20,32],"101":[2,3,4],"102":[2,3,4,9,10,14,15],"102568":3,"1028":19,"102m":1,"103":[2,3,4],"104":[2,3,4],"105":[2,3,4],"105mb":14,"106":[2,3,4],"107":2,"107123680349091e":4,"10713075":3,"107131":3,"108":[2,3,4],"109":[2,3,4],"109211":3,"11":[1,2,3,4,6,42],"110":[2,3,4],"1101":[3,4],"1102":[3,4],"1103":[3,4],"1104":[3,4],"1105":[3,4],"1106":[3,4],"1107":3,"1108":[3,4],"1109":[3,4],"111":[2,3,4],"1110":[3,4],"111111e":4,"112":[2,3,4],"1127":10,"11313499594791e":4,"1143":[14,15],"1161":[14,15],"116941991532407e":4,"1174":10,"118":2,"119":[2,10,19,20],"12":[1,2,3,4,10,15,19,22,32,42],"120":[2,8,10,13,14,15,18,19,20,35,37],"1201":3,"1202":[3,4],"1203":[3,4],"1205":[3,4],"1206":[3,4],"1209":[3,4],"1210":[3,4],"1211":[3,4],"1215":[3,4],"12191":3,"121910":3,"122":2,"125":4,"126135e":4,"127110e":4,"128359e":4,"13":[2,3,4,14,17],"130":2,"1301":[3,4],"1302":[3,4],"1304":3,"1308":3,"1311":3,"1313":[3,4],"1314":3,"1316255":3,"131626":3,"131996e":4,"1320265":3,"132027":3,"132429e":4,"133414421717288e":2,"134":4,"134699e":4,"1353507280272125e":2,"136":4,"136129078256688e":2,"139":4,"139473e":4,"14":[1,3,4,9],"1401":[3,4],"1402":[3,4],"1403":[3,4],"1404":[3,4],"1405":[3,4],"1407":3,"1408":[3,4],"1410":[3,4],"1411":[3,4],"1412":[3,4],"1413":[3,4],"1414":[3,4],"1415":[3,4],"1416":[3,4],"142mb":14,"144689":3,"145324":3,"146":[3,4,6],"1465401250727379e":4,"146716305783254e":4,"146935e":4,"147":2,"14m":19,"15":[3,4,19,20],"150":1,"1500":3,"154":[4,22],"155194e":4,"155788":3,"156":2,"15641380128988e":2,"158":4,"158067":3,"1580675":3,"16":[1,2,3,4,9,10,14,15,20,42],"160":[2,4],"160645e":4,"161":4,"162":4,"162904":3,"164214772412731e":2,"166":2,"1667":9,"168":4,"168381e":4,"168927e":4,"169":2,"17":[1,3,4,22],"170":2,"1702hous":9,"170m":28,"171":[2,4],"172":4,"173":4,"173015":3,"176":4,"176655e":4,"177686e":4,"18":[3,4,14],"180":2,"181":2,"183":2,"184":[14,15],"185":4,"186":4,"187":4,"19":[2,3,4,34],"192":4,"193":4,"193358e":4,"194":[2,4],"194128e":4,"194492698041396e":2,"195":2,"195487e":4,"196":2,"196098e":4,"196307e":4,"197":[4,19,20],"197682e":4,"198":[2,4],"199233e":4,"1a":42,"1abovj9s0bejosqdgfnexatfz":1,"1b":42,"1c":42,"1d":42,"1e":[1,2,4,42],"1e6":[10,15,20],"1f":42,"1m":[1,9],"1mb":[1,9],"1olcj":14,"1ostfxzeqf36r5d":9,"1zj9wx":19,"2":[1,2,3,4,9,10,14,15,19,20,24,28,32,33,35,37,39],"20":[1,3,4,10,19,20,42],"2000m":1,"200m":[1,32],"201":2,"201517e":4,"2016":[9,14,19,30,35,43],"2016988558064684e":4,"2018":[3,4,23],"2019":[0,5,6,23,25,26],"202":[2,3,4],"2020":[23,39],"203":[2,3,4],"203547":3,"204":[2,3,4],"204912953285852e":4,"205":[2,3,4],"207":[2,3,4],"208":[2,3,4],"209":[2,3,4],"20hz":[19,32],"20m":41,"21":[1,2,3,4],"210":[2,3,4],"211":[2,3,4],"212":3,"213":[1,2],"213076e":4,"214":4,"215457e":4,"22":[1,2,3,4,9],"223":2,"226":4,"227764":3,"228336":3,"22833625":3,"22982":3,"23":[3,4],"231124565129561e":2,"232011e":4,"232933":3,"236814e":4,"23867575":3,"238676":3,"239":[1,2,4],"24":[2,3,4,42],"242117e":4,"242424":4,"242631":3,"24263125":3,"25":[1,3,4,10,15,17,20,42],"250":3,"250092":3,"253":3,"253055":3,"253401":3,"256":[10,15,19],"26":[2,3,4,6],"265134e":4,"27":[3,4],"270396e":4,"271":3,"272":2,"273":3,"273891e":4,"278172e":4,"279306e":4,"28":[2,4,9],"285204e":4,"287051e":4,"289620e":4,"29":[2,4],"290":3,"292653e":4,"293":3,"293275e":4,"297":3,"298211e":4,"2983383558014254e":4,"299":9,"2auyw4dlnpj9e_fah":9,"2d":1,"2m":1,"3":[1,2,3,4,9,10,14,15,19,20,24,33,35,37,39],"30":[1,2,4,6,9,10,14,15,19,20],"300":[9,42],"300m":[29,32],"301":[2,3,4],"302":[1,2,3,4],"302737e":4,"303":[2,3,4],"304":[2,3,4],"304399":3,"305":[2,3,4],"30563":2,"30564":2,"306":[2,3,4],"307":[2,3,4],"30719":[10,19,20],"30720":[10,19,20],"30731":[10,14,15,19,20],"30732":[10,14,15,19,20],"308":[2,3,4],"308744e":4,"309":[2,3,4],"30hz":[19,32],"31":[1,4],"311586":3,"3115865":3,"312":3,"313":3,"314":3,"314184517949892e":4,"315":3,"317":3,"318":3,"318740e":4,"319":3,"32":[1,2,4],"321":3,"322114e":4,"324403e":4,"325":3,"325457e":4,"326291":3,"327":3,"33":[2,4,9],"331":3,"331497":3,"3330375":3,"333038":3,"334":3,"335":3,"335374e":4,"3369":9,"337":3,"338":3,"339":3,"3393198398388317e":4,"339771":3,"34":[1,4],"340":3,"341316":3,"342":3,"344323e":4,"345":3,"345766e":4,"346":3,"347":3,"348":3,"34m":9,"35":20,"350":[3,17],"351":3,"351041":3,"352":3,"352438e":4,"352931438541623e":4,"354581e":4,"355":3,"355015e":4,"356378e":4,"358365":3,"358448888412798e":2,"359738e":4,"3604198590381546e":4,"361":3,"362":3,"363":3,"364":[3,9],"366325e":4,"368":3,"369":3,"37":34,"370":[3,19,22],"371":9,"374":3,"3740":9,"375cue":2,"375cueingbehpi":3,"375cueingcontraspec":[2,4],"375cueingeeg":[2,4],"375cueingipsispec":[2,4],"377032":3,"379":3,"38":4,"380":[4,6],"3802425009685188e":4,"386":3,"387":[2,4],"39":[1,2,17],"390":3,"390503e":4,"393":3,"394":2,"394826e":4,"395":3,"39610975":3,"396110":3,"3m":1,"4":[1,2,3,4,9,10,15,19,20,33,37,39],"40":[1,2,4],"402":3,"402571924638034e":4,"403":3,"4040022690241606e":2,"407716e":4,"409":3,"40hz":32,"40m":41,"41":[1,4],"4103845":3,"410385":3,"411":[1,6],"411093e":4,"411441e":4,"412":3,"4145":3,"4172040165017795e":2,"419":3,"42":[1,10,15,20,34],"420538":3,"423":3,"426":3,"426000e":4,"428464":3,"42846425":3,"43":4,"434":[1,2,3,4,9],"435":3,"436":3,"436455e":4,"437":3,"437520530470482e":2,"438951097875045e":4,"439":3,"439791e":4,"439937924298582e":2,"44":9,"441354e":4,"443":3,"444701e":4,"446":3,"447362e":4,"448927e":4,"449":3,"45":32,"450":3,"451":3,"45366275":3,"453663":3,"454":3,"4542289627375834e":2,"455":3,"45526175":3,"455262":3,"456":[3,4],"456576e":4,"458848":3,"45884825":3,"459":3,"45hz":32,"46":[1,4],"462939":3,"463347e":4,"465498e":4,"467":3,"467709":3,"47":4,"472":3,"474":3,"477":3,"478":3,"48":1,"480":[2,4],"480537":3,"48053725":3,"482":3,"482874e":4,"484":3,"485":3,"486010e":4,"487449e":4,"488":3,"4887":3,"488700":3,"489":3,"489389":3,"4898155":3,"489816":3,"49":2,"490445":3,"492537e":4,"493727108357544e":4,"495":3,"495330e":4,"4989854712141884e":2,"4m":[1,14],"4mb":[1,9],"5":[1,2,3,4,9,14,19,20,32,33,37,39],"50":[1,3,19],"500":3,"500639e":4,"501":3,"503096e":4,"505":3,"506011e":4,"508128947253774e":4,"509823":3,"5098235":3,"51":4,"517005e":4,"519":3,"519385e":4,"519870e":4,"52":1,"520":3,"521833":3,"521996e":4,"5250575579728726e":2,"526":3,"527":[3,9],"53":[1,4],"5307351374032954e":4,"531119":3,"533":3,"535":3,"538071065989844":[19,20],"5395426956926104e":2,"54":[2,10,12],"5412585":3,"541259":3,"543":3,"543183e":4,"547":3,"547552":3,"5475525":3,"549098":3,"549501e":4,"55":1,"5503875968992276":[14,15],"551731":3,"551979":3,"554974e":4,"556":3,"5571207459949454e":4,"56":4,"560":3,"562244":3,"56224425":3,"562hous":10,"565":10,"567893e":4,"568905e":4,"569911":3,"57":14,"570382e":4,"573593019715717e":4,"575594e":4,"576869e":4,"578":3,"578761e":4,"58":[1,2,3],"5814465":3,"581447":3,"5824220701839164e":2,"583955":3,"584127":3,"587":3,"59":1,"591767e":4,"592227":3,"594952e":4,"596":[14,17],"596349":3,"599190e":4,"599855":3,"59985525":3,"5e":9,"5m":[1,14],"5mb":1,"6":[1,2,3,4,9,10,14,15,19,20,30,32,33,37,39],"60":[1,19],"600":3,"600000":3,"602":9,"61":2,"611":3,"61283":[2,4],"61284":[2,4],"61295":[1,2,4],"61296":[1,2,4],"61307":[2,4],"61308":[2,4],"615777e":4,"6175863611708584e":2,"629063":3,"6291150675500986e":4,"631":3,"632265e":4,"635330e":4,"637907e":4,"639212e":4,"63977675":3,"639777":3,"64":4,"6421745679207278e":4,"642289":3,"643":3,"643642e":4,"643681129897093e":4,"643791e":4,"65":[4,9,32],"654300e":4,"659712e":4,"66":[4,9],"662":3,"664422137282257e":4,"664923":3,"6649235":3,"6651645":3,"665165":3,"666293e":4,"666531":3,"66653125":3,"667171":3,"67":[1,2,4,9],"670213":3,"67136150234741":1,"6717025":3,"671703":3,"68":[9,19],"681":3,"682534e":4,"68275862":3,"682759":3,"687247e":4,"690330e":4,"695745":3,"699470e":4,"6m":1,"6mb":[1,9],"7":[1,2,3,4,9,33,35,37,39],"70":2,"7053453190038354e":2,"707963":3,"7079635":3,"71":2,"712594":3,"7125945":3,"713":3,"719235e":4,"719449":3,"72875575":3,"728756":3,"728775e":4,"72m":1,"73":[4,9],"730519":3,"733333":3,"73333333":3,"734091e":4,"736862":3,"738388":3,"74":2,"7458885":3,"745889":3,"746872e":4,"747567e":4,"75":[1,19],"751927e":4,"753921":3,"755":[15,17],"7562617842726854e":2,"757364e":4,"757576":4,"757861e":4,"75905900013095":3,"75e":10,"75hz":30,"762940e":4,"76743":9,"76744":9,"76767":9,"76768":9,"76779":9,"76780":9,"76815":9,"76816":9,"769":2,"76911":9,"76912":9,"76935":9,"76936":9,"769963e":4,"770h":32,"7733503400444895e":4,"77464788732395":1,"775045":3,"775386e":4,"777":9,"777715e":4,"780758":3,"78332":3,"784":[20,22],"789004769369648e":4,"789338e":4,"791318":3,"7m":[1,9],"7mb":1,"8":[1,2,3,4,9,10,14,15,19,20,33,37,39],"800000":3,"8001":24,"800m":[19,20],"800x800":1,"801":[10,14,15],"802644e":4,"804":3,"805033297719247e":4,"806035e":4,"81":4,"815995e":4,"818109e":4,"82":1,"83":[1,4],"833333":3,"83333333":3,"833667e":4,"833832231476315e":2,"8344086913139683e":4,"835722e":4,"849":[9,12],"85":15,"851":6,"857313e":4,"859108":3,"86":2,"860489":3,"86163342748139e":4,"863042e":4,"8633016529355743e":2,"867152":3,"867214e":4,"87":[2,9],"871":9,"875":3,"875000":3,"8760356184521756e":4,"878931e":4,"88":4,"88296296":3,"882963":3,"884407":3,"88974359":3,"889744":3,"89":1,"892637e":4,"894":3,"897321":3,"89732143":3,"898":12,"899140":3,"89914021":3,"8m":[1,9],"8mb":1,"9":[1,2,3,4,9,10,37,39],"90":[2,4],"900":32,"900000":3,"90046296":3,"900463":3,"901094":3,"901325e":4,"901593e":4,"902263":3,"907671e":4,"907964859843773e":4,"908333":3,"90833333":3,"90m":32,"91":1,"910190e":4,"911713":3,"91171329":3,"915":[2,6],"91666667":3,"916667":3,"91680961":3,"916810":3,"917412e":4,"918":9,"919014":3,"919786096256688":9,"91m":1,"92":[1,2],"920807":3,"92080745":3,"923469":3,"92346939":3,"925891":3,"928571":3,"92857143":3,"928711e":4,"932556":3,"9326765":3,"932677":3,"93279":9,"93280":9,"940851":3,"941176":3,"94117647":3,"941860":3,"94186047":3,"94187987":3,"941880":3,"94210575":3,"942106":3,"944371e":4,"945121":3,"947160":3,"94716042":3,"947368":3,"94736842":3,"947652":3,"94949495":3,"949495":3,"95":1,"950266":3,"95026625":3,"954034":3,"95403439":3,"955357":3,"95535714":3,"95718391":3,"957184":3,"957555":3,"95755518":3,"957683e":4,"958333":3,"95833333":3,"95959184":3,"959592":3,"959target":[14,15],"96":[2,3],"961538":3,"96153846":3,"96428571":3,"964286":3,"96479592":3,"964796":3,"965517":3,"96551724":3,"9657173668455877e":2,"966269e":4,"97":[1,9,14],"970588":3,"97058824":3,"972222":3,"97222222":3,"9726944442083354e":2,"973":3,"97395994":3,"973960":3,"97468575":3,"974686":3,"976043e":4,"976622e":4,"97727273":3,"977273":3,"97767857":3,"977679":3,"978091e":4,"978303":3,"979737e":4,"982299":3,"9822995":3,"98305085":3,"983051":3,"983333":3,"98333333":3,"984897":3,"986854e":4,"989374":3,"990196":3,"99019608":3,"991890e":4,"992109e":4,"994502":3,"996":[10,19,20],"999":35,"999804":3,"9m":1,"9mb":1,"abstract":[23,38],"bj\u00e4reholt":39,"break":[36,37,42],"case":[24,36,37,38,42],"class":[15,23,37,38],"default":[30,33,34,37,38,42],"do":[9,14,19,20,33,35,36],"final":[9,14,19,37,42],"function":[0,1,2,4,9,10,14,15,19,20,23,25,35,36,38,39],"import":[1,2,3,4,8,9,10,13,14,15,18,19,20,35,36,37,38,42],"long":[37,42,43],"new":[23,24,33,35,36,37,39,42],"public":35,"return":37,"short":42,"switch":[24,38],"true":[1,2,4,9,10,14,15,19,20],"try":[10,20,42],"while":[20,32,42],A:[20,26,32,35,36,39,40,42],As:[33,35,37,42],At:[24,42],By:34,For:[30,35,36,37,39,42],If:[1,2,3,4,9,10,14,15,19,20,33,35,36,37,38,39,42],In:[24,28,29,30,35,38,39,40,41,42,43],It:[2,23,24,29,30,32,35,37,38,42,43],No:[1,38,39],Not:[10,15,35],On:39,One:[1,20],The:[2,9,10,14,15,19,20,23,24,26,27,28,29,30,32,33,35,36,37,38,39,40,41,42],There:[24,33,35,37,41,42],These:[23,32,35,37,38,42,43],To:[1,9,14,19,31,33,35,37,38,42],With:[19,32,43],_20hz:20,_30hz:20,_:[33,38,42],_zip:33,ab:[1,2,4,32],abil:1,abl:[28,29,32,36,42],abort:42,about:[32,35,37,39,42],abov:[24,33,35,37,38,42],accept:42,access:[39,42,43],accinvalid:3,accord:[9,14],accur:3,accuraci:[32,41],accvalid:3,achiev:42,acquisit:39,across:35,activ:[24,28,30,32,33,35,37,42],actual:[24,42],ad:[23,32,43],add:[1,2,4,24,31,35,39],add_channel:20,add_patch:[1,2,4],addit:[20,24,30,35,37,38,42],addition:[40,42],addon:42,addr:38,address:[37,38,42],adjust:[9,37,39,42],af7:[1,2,4,10,14,15,19,20],af8:[1,2,4,10,14,15,19,20],afford:[39,43],after:[1,2,4,9,10,14,15,19,20,26,28,29,32,33,37,39],afteth:42,ag:42,again:[19,42],agnost:[33,37],aim:39,alexandr:[32,39],algorithm:[10,15,28],all:[1,5,7,9,10,11,16,19,20,21,26,27,28,29,30,32,33,34,35,36,37,39,42],allow:[33,35,37,39,43],alon:20,along:42,alpha:[1,26,39],alreadi:[9,14,19,35],also:[1,19,24,32,37,38,39,42],although:[28,30,32,43],amanda:39,ambiti:39,amidst:29,amount:30,amplitud:[1,19,20,32],an:[2,8,9,10,13,14,15,18,19,26,27,28,30,32,33,36,37,39,42],anaconda:42,analys:39,analysi:[0,5,6,9,10,14,15,19,20,25,26,35,36,39,43],analyz:[1,2,35,36,39],andrei:39,ani:[0,23,25,32,35,38,42,43],anim:28,anonym:42,anoth:[29,42],answer:42,anterior:32,anyon:42,anywher:43,api:[23,33,37,39],appear:[1,19,32,35,36,42,43],append:[1,2,4],appli:[1,2,4,19,20,32,43],applic:[30,37,39],apply_baselin:[1,2,4],appoint:42,approach:[20,23,32,42],appropri:[28,33,37,38],approxim:[24,42],ar:[0,1,3,9,14,19,20,24,25,26,28,32,33,35,36,37,38,39,40,41,43],area:[20,28,30],aren:32,argmax:[2,4],around:[9,10,20,23,28,29,32],arrai:[2,3,4,9,10,14,15],arrang:28,artifact:2,asid:42,ask:[27,32,35,37,42],aspect:[1,2,4],attan:32,attempt:[28,29],attent:[27,29,32],auc:[10,15,20],auditori:[33,37,39],auto:[1,2,4,10,15,20,40],auto_examples_jupyt:[0,25],auto_examples_python:[0,25],auto_examples_visual_cu:6,auto_examples_visual_n170:12,auto_examples_visual_p300:17,auto_examples_visual_ssvep:22,automat:[36,37,38,42,43],aux:[1,2,4,10,14,15,19,20,43],avail:[0,10,15,25,33,35,37,39,42,43],averag:[1,3,19],avoid:20,ax:[1,2,3,4,9,14,19],axi:3,b:[1,9,14,19,39],back:[30,42],backend:[1,23,35,37,38],background:[29,38,42],backward:[1,2,4,9,10,14,15,20],bad:[10,15],bad_sub:[2,4],band:[1,2,4,9,10,14,15,20],bandana:30,bandpass:[1,2,4,9,10,14,15,20],bank:[20,32],banvil:39,bar:[2,3,4],barach:[32,39],barplot:[3,10,15,20],base:[20,23,24,30,36,39,40],baselin:[1,2,4,9,10,14,15,19,20],basic:3,bat:35,bc:41,bci:30,beauti:42,becaus:[19,20,40],becom:26,bedroom:42,been:[1,2,3,4,9,10,14,15,19,20,24,33,37,38,42],befor:[1,19,20,38,42],beforehand:20,begin:[32,38,42],behaviour:[0,5,6,25,26],behind:38,being:[24,35,36,37,38,42],believ:[28,29],belong:36,below:[26,33,35,36,37,38,39,42],ben:39,benefit:42,best:[20,39,42],beta:39,better:[24,26,39,42],between:[1,2,23,30,35,38,42],bgapi:35,big:42,bin:35,binari:20,binder:[20,35],bit:42,blank:37,bled112:39,bled:42,blink:[1,19,20,37,42],block:[9,14,19,42],blue:[1,38],bluemus:[39,42],bluetooth:[35,42],board:[35,36,38,42],board_nam:[8,13,18,35,37],bodi:28,bonu:42,both:[2,3,4,20,23,32,36,37,39],bottom:[24,42],brain:[28,30],brainbit:[37,39],brainflow:[23,38,39,42],brainhack:39,brainmod:23,branch:24,breath:42,breather:42,british:35,brows:42,browser:[1,24],budget:[39,42],bug:39,build:30,built:[23,24],butterworth:[1,2,4,9,10,14,15,20],button:[38,42],bypass:[33,35,37],c1:39,c:[36,42],ca:39,call:[23,37,38,42],camh:42,can:[0,1,19,20,24,25,26,27,30,32,33,34,35,36,37,38,39,42,43],cannot:[35,42],carefulli:42,carrier:32,cat:[14,15],categor:14,caus:35,causal:[1,2,4,9,10,14,15,20],cb:[1,2,4],cd:[24,35,42],ceas:42,cell:[9,14,19,20,35],center:32,central:[26,39],certain:[1,29,32],ch:42,ch_name:9,challeng:[23,42],chang:[24,26,39],changelog:39,channel:[1,10,15,20,42,43],channel_ord:9,charg:[30,43],cheap:39,check:[38,39,41],checkdir:42,checker:42,checksigqu:42,choic:[35,42],chosen:33,chunk:[1,2,19,20],ci:[1,9,14],circl:[27,32],citizen:42,classic:39,classif:[15,20,28],classifi:[20,32],cleanup:23,clear:[1,19,32],clearli:[19,30],clf:[10,15,20],click:[1,2,3,4,8,9,10,13,14,15,18,19,20,42],clinic:39,clone:[35,42],closer:32,closest:32,cloud:[9,14,19,23,35],cmap:[1,2,4],code:[0,1,2,3,4,5,7,8,9,10,11,13,14,15,16,18,19,20,21,24,25,26,27,28,29,30,35,38,39,42],codepros:[33,37],cognit:[26,29,35,39,42],collab:20,collabor:42,collaps:3,collect:[1,2,4,9,10,14,15,19,20,35,37,39,42],color:[1,2,19],colorbar:[1,2,4],column:[2,4,10,15,20],column_dict:3,com7:38,com:[1,9,14,19,35,38,42],combin:[24,32,38,39,40],come:[39,43],comm:42,command:[24,35,39,42],comment:40,commit:24,common:[20,29,38,39],commonli:29,commun:[30,35,39],compar:[10,15,19,32],compat:[23,35],compil:24,complementari:35,complet:[20,24,42],complex:32,compon:[1,28,32],compos:1,comprehens:42,compress:[33,39],comput:[28,35,38,39,42],concaten:20,concatenate_raw:[1,2,4],conceiv:24,concurr:[23,39],conda:[35,42],condit:[1,2,3,4,9,14,42],conduct:39,configur:[40,42],conform:37,congratul:42,connect:[30,35,37,42,43],connector:43,consciou:29,consecut:[36,37],consensu:28,consent:39,consist:[9,14,19,32,42],consol:38,constitut:36,construct:43,consult:[38,42],consum:[35,37,39],contact:42,contain:[9,10,14,15,23,24,35,38,42],content:[24,42],context:39,contigu:[1,2,4,9,10,14,15,20],continu:[9,14,19,36,42],contra:1,contra_out:[2,4],contra_spectra_out:[2,4],contralater:32,contraler:26,contribut:24,contributor:39,control:[24,27,32,38],conveni:42,convent:[39,42],convert:[24,36],coolwarm:[1,2,4],copi:20,core:[39,42],correct:[1,2,3,4,19,42],correctli:42,correspond:[19,37],correspondingli:32,cortex:[30,32],cost:39,could:20,count:[3,20],count_rt:3,cours:42,cov:20,covari:20,cover:23,creat:[1,2,3,4,8,9,10,13,14,15,18,19,20,24,35,37,39,40,42],critic:39,cross:[10,15,20],cross_val_scor:[10,15,20],csp:20,csv:[2,3,4,34,36,42],cu:26,cue:[0,5,6,23,25,33,37,39],cueing_data_path:[1,2,3,4],current:[24,33,39,42],curv:20,custom:[39,42],cutoff:[1,2,3,4,9,10,14,15,20],cv:[10,15,20],cyton:[35,36,37,39,42],cytong:42,d:42,daisi:[37,39],dano:39,data:[0,11,12,16,17,19,25,28,29,35,37,38,39],data_dir:[1,2,3,4,9,10,14,15,19,20,36],datafram:[2,3,4,10,15,20],dataset:[1,2,3,4,9,10,14,15,19,20,23,36,42],date:[10,15],day_month_year_hour:[33,42],db:[1,2,4,9,10,14,15,19,20],deal:35,debug:37,decent:42,decis:32,decod:[0,11,12,16,17,21,22,25,28,29,30],dedic:39,defin:[8,10,13,15,18,20,24,35,36,37,38],delai:32,deliveri:[35,39],demo:42,democrat:39,demonstr:[8,9,13,14,18,19,26],denot:42,densiti:[19,39],depend:[2,24,32,37,39],describ:42,descript:[10,15,20,33,37],design:[27,32],desir:[33,37,42],desktop:[33,35,42],despin:[10,15,20],detail:[33,37,39],detect:[1,27,28,30,32],determin:38,develop:[23,38,39,42],devic:[23,30,33,35,36,37,39],device_nam:[1,2,4,9,10,14,15,19,20,36],df:[2,3,4],diaconescu:[33,37],did:42,diff:[2,4],diff_out:[2,4],diff_spectra_out:[2,4],diff_waveform:[1,9,14],differ:[0,2,4,20,25,28,35,37,42],differenti:42,difficult:[19,20,32],difficulti:37,digit:[10,15,36],direct:[1,42],directli:[30,39,40,42],directori:[2,4,9,14,19],discord:39,discov:38,discriminant_analysi:[10,15,20],discriminat:20,discuss:[39,42],displai:42,distinct:19,distinguish:32,distract:42,distribut:35,doc:[35,40,42],document:[23,36,37,42],doe:[28,38,42],doesn:42,dog:[14,15],dollar:39,domain:[1,35],don:35,done:[20,35],dongl:[37,39,42],doubl:42,down:37,download:[0,1,3,4,5,7,8,9,10,11,13,14,15,16,18,19,20,21,23,24,25,26,27,28,29,30,35],downloaded_data:[1,9,14,19],dozen:28,dr:39,dramat:39,drive:[1,9,14,19],driver:[35,39],drop:[1,9,10,14,15,19,20,42],drop_channel:20,due:[30,39],duplic:42,durat:[8,10,13,15,18,35,42],dure:[19,27,32,42],e:[4,9,10,14,15,28,29,34,35,37,39],each:[1,2,3,4,9,10,14,15,19,20,24,36,37,38,42],eas:[30,43],easi:[38,42],easiest:[37,42],easili:[28,35,39],easson:39,ecg:[10,15],ed:[37,42],edgecolor:[1,2,4],edit:24,educ:39,eeg:[1,2,3,4,9,10,14,15,19,20,23,30,32,35,36,37,41,43],eeg_devic:[8,13,18,35,37],eeg_notebooks_data:36,eegdevic:37,eeglab:42,eegnb:[1,2,3,4,8,9,10,13,14,15,18,19,20,33,34,35,36,37,38,42],eegnb_data_path:[1,2,3,4,9,10,14,15,19,20],eegnb_dir:35,eegnb_exampl:[9,10,14,15,19,20],effect:[1,2,4,9,10,14,15,19,20],eigen:[10,15,20],either:[35,42],electr:[1,30],electrod:[19,20,28,30,32,42],elicit:[26,28,29],elif:[2,4],ellicit:26,ellict:26,els:[2,4],email:42,emerg:28,empir:26,en:[35,42],enabl:39,encod:28,encount:38,encourag:39,end:[9,14,32,36,42],endpoint:[1,2,4],endswith:3,enough:43,ensur:[37,42],enter:[33,36,37,42],entir:24,entri:42,enumer:3,env:35,environ:[24,34,35,39],eog:[10,15],epoch:2,epochs_al:20,equip:39,equival:35,erik:39,erp:[1,9,14,20,26,28,29,32,39],erpcov:[10,15],erpcovari:[10,15,20],error:[2,4,24,35,38,42],errorbar:[2,4],ersp_contra_out:[2,4],ersp_diff_out:[2,4],ersp_ipsi_out:[2,4],especi:42,essenti:42,establish:[35,38],estim:[10,15,20],evalu:[20,28,30,42],event:[1,2,4,9,10,14,15,19,20,27,28,29,32],event_id:[1,2,4,9,10,14,15,19,20],everi:[1,37,42],everyon:42,evok:[19,30,32],ex:[33,37],exact:38,exactli:[10,15],exampl:[1,2,3,4,5,7,8,9,10,11,13,14,15,16,18,19,20,21,23,24,26,27,28,29,30,33,37,39,43],exceed:1,excel:[24,39,41,42],except:[10,20],execut:[6,12,17,22,24,27,32],exist:[24,35],expand:39,expandus:[1,2,3,4,9,10,14,15,19,20],expect:[1,28,35,42],experi:[0,1,2,3,4,9,10,11,12,14,15,16,17,19,20,21,22,23,24,25,26,27,28,29,30,33,35,36,38],experiment:[10,15,29,39],experiment_nam:[33,42],explain:36,explor:[0,25],extend:[10,15,20,39,42],extent:[1,2,4],extern:20,extra:[30,32,35],extract:[20,32],extrem:42,ey:[1,19,20,28,39,42],f:[3,19],f_diff:[1,2,4],f_high:[1,2,4],f_low:[1,2,4],face:[9,10,14,15,28,32,42],facecolor:[1,2,4],fairli:42,fall:[3,4],fals:[1,2,3,4,9,10,14,15,19,20],familiar:[28,35],faq:39,fashion:24,fast:3,fatigu:37,feel:39,fetch_dataset:[1,2,3,4,9,10,14,15,19,20],few:[28,40,42],field:[32,36],fig:[1,2,4,9,10,14,20],figsiz:[10,15,19,20],figur:[3,9,10,14,15,19,20,24],file:[2,3,4,6,8,9,12,13,14,17,18,19,22,24,33,35,36,37,39,40],file_nam:36,filenam:[9,14,19,33,35,36,37],fill:42,filter:[2,4,10,14,15,20,32],filterwarn:[1,2,4,9,10,14,15,19,20],find:[1,2,37,39],find_ev:[1,2,4,9,10,14,15,19,20],finish:42,firewal:38,first:[2,9,14,19,24,32,37,38,42],fit:39,five:36,flag:39,flash:[30,42],float64:[1,2,4,9,10,14,15,19,20],fluctuat:1,fmax:[1,9,14],fmin:[1,9,14],focu:42,folder:[24,33,36,37,40,42],follow:[9,14,19,20,24,26,33,35,36,37,40,41,42],follw:35,force_update_info:20,foremost:42,form:[36,42],format:[10,15,24,33,36],forth:42,forthcom:39,fortun:43,forward:[1,2,4,9,10,14,15,20,42],found:[1,2,4,9,10,14,15,19,20,24,32,36,39,41,42],four:36,fp1:9,fp2:9,free:[35,39],freq1:19,freq2:19,freq:[1,2,4,19,33,37],frequenc:[1,2,4,10,15,19,20,30,32],from:[1,2,3,4,8,9,10,13,14,15,18,19,20,23,24,28,35,36,37,38,39,40,41,42],frontal:28,ftdi:42,full:[1,2,3,4,8,9,10,13,14,15,18,19,20,36,39],fulli:42,fun:42,further:[10,15,20,42],fusiform:28,fze:19,g:[29,34,37,39,42],galleri:[0,1,2,3,4,5,7,8,9,10,11,13,14,15,16,18,19,20,21,23,24,25,26,27,28,29,30],ganglion:[37,39,42],gangliong:42,gatt:35,gd:42,gener:[0,1,2,3,4,5,7,8,9,10,11,13,14,15,16,18,19,20,21,23,24,25,26,27,28,29,30,35,36,37,39,40,42],generate_save_fn:[8,13,18,35,36,37],gentli:42,geometri:20,get:[3,24,33,36,37,38],get_data:[10,15,20],getter:42,gettingstart:42,gh:[23,24],git:[24,35,42],github:[24,35,39,42],give:42,given:37,glob:[1,2,3,4],glue:39,go:[35,38,39,42],goal:39,gone:42,good:[10,15,32,42],googl:[1,9,14,19,20],googlecolab:35,gotcha:39,grab:[35,42],grade:[35,39],grand:[2,4],grandavg_contra:[2,4],grandavg_diff:[2,4],grandavg_ipsi:[2,4],grandavg_spec_contra:[2,4],grandavg_spec_contra_st:[2,4],grandavg_spec_diff:[2,4],grandavg_spec_diff_st:[2,4],grandavg_spec_ipsi:[2,4],grandavg_spec_ipsi_st:[2,4],grate:[26,32],grayscal:42,greater:[1,41],griffith:39,groundwork:39,group:[0,5,6,24,25,26],grow:39,gtec:42,gui:[37,38],guid:42,ha:[0,14,24,25,32,37,38,39,42,43],hacker:39,hairi:24,hand:[28,43],handl:37,happen:38,happi:[24,42],hardwar:[35,39,42,43],hasn:[1,2,3,4,9,10,14,15,19,20],hat:[30,43],have:[9,14,19,24,26,32,33,35,36,37,38,39,42],head:[42,43],headband:[20,28,29,30,35,39,42],headset:[9,14,19,36,42],headwear:42,hear:[32,42],heavi:38,help:[2,35],here:[1,2,3,4,8,9,10,13,14,15,18,19,20,24,26,35,37,42],hh:[10,15],hidden:36,high:[14,30,32,39,41],higher:29,highli:35,highpass:[10,15],hline:[2,4],holist:28,home:[1,3,9,14,19],horizont:26,host:[23,24],hour:42,hous:[9,10,14,15,28,32,42],how:[8,13,18,20,28,30,37,40,42,43],howev:[32,33,36,37,38,39,42],html:[24,35,40,42],http:[1,9,14,19,24,35,42],hubert:[32,39],human:[28,42],hundr:[39,42],hz:[1,2,4,9,10,14,15,19,20],i:[9,10,14,15,28,39],id:[1,2,4,9,10,14,15,19,20,36],idea:[24,39,42],ideal:[32,42],identifi:[26,32],ignor:[1,2,4,9,10,14,15,19,20],iir:[1,2,4,9,10,14,15,20],im:[1,2,4],imag:[9,14,38,42],immedi:42,implement:[23,39],implic:32,importa:2,imshow:[1,2,4],inbox:42,includ:[23,35,39,42,43],incomplet:24,increas:[1,32],indend:42,independ:32,index:[3,24,42],indic:[26,27,32],individu:[24,36],infinit:42,inflex:43,influenc:28,info:[3,39,42,43],inform:[30,35,37,38,39],inhibitori:[27,32],ininiti:39,initi:[23,35,37,39,42],inlin:2,input:[33,37],inset:43,insid:23,inspect:24,instal:[23,24,37,38,39],instruct:[23,30,35,37,38,39,41],integ:[36,37],integr:36,interact:[33,37,42],interaxon:[9,14,19,35,39],interest:42,interestingli:29,interfac:[28,38,39],intern:42,interrupt:42,interspers:32,intro:39,introduc:23,introduct:[39,42],introductori:42,introprompt:39,invalid:3,invalidli:26,invalidrt:3,invalidtarget:1,invalidtarget_left:1,invalidtarget_right:1,investig:[27,32],involv:[28,37,42],io:[3,24,35,42],ip:[33,34,37,42],ipsi:1,ipsi_out:[2,4],ipsi_spectra_out:[2,4],ipsilater:[1,2,26],ipykernel:35,ipynb:[1,2,3,4,8,9,10,13,14,15,18,19,20,24],isdir:[1,2,3,4,9,10,14,15,19,20],isnan:[2,4],isol:32,issu:[38,39,42],isub:3,itc:[1,2,4,19],item:[32,39],its:[30,32,43],jadin:[36,39],jg:[39,42],jitter:41,john:39,join:[1,2,3,4,9,10,14,15,19,20,42],jupyt:[0,1,2,3,4,5,7,8,9,10,11,13,14,15,16,18,19,20,21,23,24,25,26,27,28,29,30,35,39,40],just:[3,28,36,42,43],k:[1,2,4],kcni:42,keep:[24,39,42],kei:[2,39,42],kept:20,kernel:35,kind:43,kit:42,know:[36,42],knowledg:39,krigolson:41,kyle:[23,39],kylemathlab_dev:[1,2,3,4],lab:[39,41],label:19,lambda:20,land:35,laptop:[35,39],larg:[19,20,24,28,39],larger:[19,26,39],last:[37,42],latenc:41,later:[26,28,32],latest:[35,42],launch:42,lda:[10,15,20],lead:[24,39],learn:[10,15,20,39,42],lectur:42,left:[1,2,4,32,37],leftcu:[1,2,4],legend:[2,4,19],len:[1,2,3,4,9,10,14,15,19,20],length:37,less:[32,39],level:[24,26,29,39,42],librari:[2,24,36,37,38,39],lift:38,light:42,like:[30,33,36,37,38,39,42],limit:[39,43],line:[24,38,39,42],linear:20,linear_model:[10,15,20],lineardiscriminantanalysi:[10,15,20],linecollect:4,linewidth:[1,2,4],link:[24,40,42],linspac:[1,2,4],linux:[24,38,39],list:[9,14,19,34,35,38,42],listdir:3,littl:32,live:42,ll:[28,43],load:[0,3,11,12,16,17,19,25,28,29,35,37],load_and_visu:[10,15,20],load_data:[1,2,4,9,10,14,15,19,20,35,36],loadmat:3,local:[9,14,19,24,33,34,36,42],local_ntc:33,localhost:24,locat:[24,26,39,40,43],lock:39,log10:19,log:20,logisticregress:[10,15,20],logratio:[1,2,19],logspac:19,look:[1,19,20,33,37,38,39],loop:3,lot:[38,41],love:42,low:[14,20,32,39],lower:[1,2,4],lowpass:[10,15],lr:[10,15],lsl:[23,35,39,43],m:[10,15,20,24,35],ma:37,mac:[24,37,38,39],macaddr:37,machin:[10,15,20,36,39,42],maco:[35,37],made:43,mai:[20,24,29,32,35,42],mail:39,main:24,maintain:24,major:[23,35,39,42],make:[1,2,24,32,35,38,39,40,43],make_pipelin:[10,15,20],makefil:24,male:43,manag:[35,42],mandatori:42,mani:[39,42],manual:[9,35],map:[20,42],markiv:42,match:37,mathewson:[23,39],matplotlib:[1,2,3,4,10,15,19,20],max:[1,2,4],maxim:42,mayb:1,mb:[6,12,17,22],md:[24,40],mdm:[10,15,20],mean:[1,2,4,19,42],measur:[10,15,19,27,32,35,42],median:3,median_rt:3,memori:42,menu:38,messag:35,method:[1,2,4,9,10,14,15,20,33,37],metric:20,microusb:[30,43],might:[35,37,38,42],minconda:42,miniconda:[35,39],minimum:[39,42],minut:[1,2,3,4,8,9,10,13,14,15,18,19,20,24,32,33,37,42],misc:[10,15],mixtur:24,mkdir:35,ml:[10,15,20],mm:[10,15],mne:[1,9,10,14,15,19,20,24,39],mnebrowsefigur:1,mnelinefigur:[1,9,14,19],mobil:42,modal:29,mode:[1,2,4,19,35],model:[9,14,19,42],model_select:[10,15,20],modifi:[39,42],modul:[0,25,32],more:[26,29,30,32,33,35,37,38,39,42,43],morlet:[1,2,4],morrison:39,most:[1,20,24,28,29,32],mous:42,mouth:28,move:42,movement:42,ms:3,much:[19,24,30,37,42],multipl:[24,29,36,37,42],muse2016:[1,2,3,4,10,14,15,19,20,37,38,42],muse2016_bfn:9,muse2:[37,38,42],muse2_bfb:42,muse2_bfn:42,muse:[3,8,9,13,14,18,19,20,23,28,29,30,32,34,39],muse_raw:20,muselsl:[23,38,42],muses_bfn:42,must:[36,38,42,43],my:39,mydevic:42,n100:39,n170:[0,11,12,14,20,25,33,34,35,36,37,39],n170_data_path:[9,10],n200:41,n:[35,42],n_boot:[1,9,14],n_channel:[1,2,4,9,10,14,15,19,20],n_cond:3,n_cycl:[1,2,4,19],n_fft:19,n_job:[10,15,20],n_per_seg:19,n_sesh:3,n_split:[10,15,20],n_sub:3,n_time:[1,2,4,9,10,14,15,19,20],name:[3,8,13,18,35,37,38,42],nan:[2,4],nan_polici:[2,4],nanmean:[2,3,4],nanmedian:3,nanstd:[2,3,4],nativ:[35,42],natur:[30,39],naturalist:39,navig:[24,38],nb_conda:35,nbsphinx:40,necessari:[35,36,37,38,39,42],need:[35,36,37,38,39,40,41,42],neg:[28,32],network:38,neural:26,neurobrit:23,neurolog:42,neuros:[39,42],neurosci:[35,39,42],neurotech:42,neurotechnolog:39,neurotechx:[24,35,37,39,42],new_dir:36,newfangl:39,newli:35,next:[1,19,20,37,42],nilearn:24,nois:1,non:[1,2,4,9,10,14,15,20,32,42],none:[1,2,4,9,10,14,15,19,20,37],normal:[32,36],nose:[28,42],note:[9,14,19,20,23,35,39,42],notebook:[1,2,3,4,5,7,8,9,10,11,13,14,15,16,18,19,20,21,23,26,27,28,29,30,35,36,38,43],noteook:4,notic:32,notion1:38,notion2:38,notion:[37,39],novel:29,now:[24,37,38,39,42],np:[1,2,3,4,10,15,19,20],ntc:39,ntcsp1:42,ntx:23,num_good:[2,4],number:[3,9,10,14,15,26,35,36,39,41,42,43],numpi:[1,2,3,4,10,15,19,20],oa:[10,15],object:[1,4,9,10,14,19,28,38],obtain:[9,14,19],occipit:30,occur:[14,28,29,32],oddbal:[14,29,33,37,39],odditori:29,off:[9,10,14,15,38],offic:42,often:[30,39],ok:42,old:39,omit:[2,4],onc:[19,36,38,42],one:[3,9,14,19,33,35,37,38,39],ones:42,onli:[3,20,24,36],onset:[20,26,32],ontario:39,open:[1,24,33,35,37,38,39,42],openbci:[23,35,37,39],oper:[35,38,39],opportun:42,option:[35,38,42],order:[0,1,2,4,9,10,14,15,20,25,28,35,37,38,43],ordereddict:[1,2,4,9,10,14,15,19,20],organ:[0,9,14,19,24,25,35],orient:[23,26],orig:[33,37],origin:[1,2,4,20,24],orphan:[26,27,28,29,30],os:[1,2,3,4,8,9,10,13,14,15,18,19,20,35,38],osc:38,oscil:26,other:[28,33,37,38,39,42],otherwis:[37,42],our:[1,28,37,42],out:[1,2,3,4,9,10,14,15,19,20,39,41,42],out_median_rt:3,out_prop_accu:3,outcom:42,outfnam:37,outlin:36,output:[2,3,4,33,35,37],output_dict:3,over:[1,3,4,19,24,30,35,37],overal:24,overcom:43,overview:42,own:36,p1:[39,42],p200:39,p300:[0,16,17,25,33,36,37,39,41,43],p300_data_path:[14,15],p:[2,4],page:[23,24,35,37,38,39],panda:[1,2,3,4,10,15,19,20],paper:39,paradigm:[14,29,39],paramet:[1,2,4,9,10,14,15,20,33,36,37,38],parfenov:39,part:[20,28,36,42],parti:[35,42],partial:43,particip:[3,10,15,42],particular:40,particularli:[35,41,42],pass:[1,2,4,9,10,14,15,20,36,37,38,42],patch:[1,2,4],path:[1,2,3,4,9,10,14,15,19,20,36],pattern:[20,28,32],pd:[1,2,3,4,10,15,19,20],peak:[1,19,32],peopl:37,per:37,perceiv:[29,32],percept:[28,32],perceptu:30,perfectli:26,perform:[2,10,15,28,42],period:[24,36,42],persist:42,person:39,phase:[1,2,4,9,10,14,15,20,39],phenomena:[26,39],phone:42,pick:[1,2,4,9,10,14,15,19,20],pick_typ:[10,15,20],pictur:[32,36,38,42,43],ping:39,pip:[35,42],pipelin:[10,15,20],place:[9,14,19,23,30,39,42,43],placehold:4,plain:24,pleas:[33,35,37,38,39,42],plot:[2,3,4,9,14,19],plot_condit:[1,4,9,14,19],plot_diff_max:[1,2],plot_max:[1,2,4],plot_max_diff:[2,4],plot_psd:[1,9,14,19],plt:[1,2,3,4,10,15,19,20],plug:38,point:[10,15,24,42],popul:[33,37],port:[23,24,30,37,39,43],posit:[1,28,29,32,41,42,43],possibl:[33,37,38,39,42],posterior:28,potenti:[19,27,28,29,30,32],power:26,power_avg_contra:[1,2,4],power_avg_diff:[1,2,4],power_avg_ipsi:[1,2,4],power_contra_tp10:[1,2,4],power_contra_tp9:[1,2,4],power_ipsi_tp10:[1,2,4],power_ipsi_tp9:[1,2,4],poz:[19,20,30,32],practic:42,preceed:26,predict:26,prefer:[35,42],preload:[1,2,4,9,10,14,15,19,20],preprocess:[10,15,20],present:[2,4,8,9,10,13,14,18,19,27,29,32,35,37,39,42],press:[27,32,38,42],pretti:43,previou:[39,42],previous:[33,35],price:39,primari:[30,32],primarili:39,princip:[23,35,42],print:[1,2,3,4,8,9,10,13,14,15,18,19,20,42],privaci:42,probabl:[14,20,32,42],problem:[20,39],proce:42,procedur:[20,42],process:[24,29,37,38,39,42],produc:[30,32],profil:28,program:[23,35,37,42],project:[35,39,42],prompt:[33,37,42],prop_accu:3,proper:[37,42],properli:[38,42],proport:3,protocol:[35,38,39],provid:[2,33,35,38,39,43],psd1:19,psd1_mean:19,psd1_std:19,psd2:19,psd2_mean:19,psd2_std:19,psd:[1,32],psd_welch:19,psychopi:[23,39],pull:[3,39],purchas:35,purpos:[35,42],push:24,put:[23,36,37,40,42],pval:[2,4],py:[1,2,3,4,6,8,9,10,12,13,14,15,17,18,19,20,22,24,37],pygatt:35,pyplot:[1,2,3,4,10,15,19,20],pyriemann:[10,15,20],python3:35,python:[0,1,2,3,4,5,7,8,9,10,11,13,14,15,16,18,19,20,21,24,25,26,27,28,29,30,37,39],pywin32:35,qualiti:39,question:[35,39,42],quickli:[9,14,19,26,42],quiet:42,quit:39,quiz:42,quizz:42,r:19,ran:33,random_st:[10,15,20],rang:[1,2,3,4,9,10,14,15,19,20,30,32,39],rapid:[9,14],rapidli:[27,32],rare:29,rate:42,rather:[24,32],raw:[1,2,4,9,10,14,15,19,20,35,36,38],raw_al:20,raw_data:[2,4],raw_filt_20hz:20,raw_filt_30hz:20,rawarrai:[1,2,4,9,10,14,15,19,20],rd:37,re:[10,15,20,24,42],reach:42,reaction:3,read:[2,36,42],readabl:38,readi:[1,2,4,9,10,14,15,19,20,39],readthedoc:40,real:39,really_bad_sub:[2,4],reason:42,recdur:37,receiv:42,recent:39,recommend:[35,37,42,43],record:[9,14,19,33,36,38,39],record_dur:[8,13,18,35,37],recording_2020:34,recording_2021:42,recording_date_tim:36,recreat:30,rect:[1,2,4],rectangl:[1,2,4],red:1,refer:[36,42],refresh:42,regard:42,region:32,regist:42,reglda:[10,15,20],regular:20,rej_thresh:[1,2,4],rej_thresh_uv:[1,2,4],reject:[1,2,4,9,10,14,15,19,20],rel:[38,39],relat:[27,28,29,32,37,39],relev:[35,42],reli:35,reliabl:[20,26],remain:[2,4],remark:32,remov:[20,23,42],rename_channel:20,render:24,reorder:9,repeat:42,repetit:30,replace_ch_nam:[19,20],repo:[23,24,35,39],report:[38,39],repres:[1,9,10,19,20],represent:[28,36],requir:[23,24,39,42],resampl:41,research:[28,39,42],reset:39,resolut:30,resolv:42,respect:[14,37,38],respond:42,respons:[9,14,19,26,28,32,39,42],rest:42,result:[3,15,20,23,42],return_itc:[1,2,4,19],reveal:32,revers:[1,2,4,9,10,14,15,20],review:42,reward:41,riemannian:20,right:[1,2,4,10,14,15,19,20,26,30,32,37,42,43],rightcu:[1,2,4],rins:42,risk:42,roc_auc:[10,15,20],room:42,round:[2,4],row:[4,42],rst:[24,40],rsvp:[9,14],rt_toofast:3,rt_tooslow:3,rtinvalid:3,rtvalid:3,run:[0,1,2,3,4,9,11,12,14,15,16,17,19,20,21,22,23,24,25,28,29,30,32,33,35,36,38,39],run_notebook:37,runexp:[34,37,42],runnabl:24,runner:[1,3,9,14,19],runzip:33,s:[1,2,4,9,14,19,20,23,28,30,32,33,35,38,39,41,43],sale:43,same:[10,15,30,32,35,37,38,42],sampl:[1,9,10,14,15,19,20,33,41,42],save:[3,8,13,18,34,37,42],save_fn:[8,13,18,35,36,37],scaffold:39,scalabl:39,scale:39,scarf:43,school:39,scienc:42,scientif:39,scikit:[10,15,20],scipi:[2,3,4],score:[10,15,20],scrambl:28,screen:42,script:[1,2,3,4,8,9,10,13,14,15,18,19,20,24,35,39,42],seaborn:[10,15,20],sec:[1,2,4,9,10,14,15,19,20],second:[1,2,3,4,8,9,10,13,14,15,18,19,20,37,42],secondari:35,section:[0,25,33,37,38,42,43],secur:[30,42],see:[1,10,15,19,20,24,28,35,37,38,39,42],seem:[28,32],seen:[30,37],segment:[1,2,4,9,10,14,15,19,20],select:[2,3,4,33,42],sens:42,sensor:32,sensori:29,sent:42,separ:[19,20,23,42],sequenc:[27,32,42],seri:[23,39,42],serial:[9,14,37,38],serial_port:38,server:[24,35,42],sesh:3,sess:1,session0001:34,session001:42,session002:3,session1:3,session:[1,2,3,4,9,10,14,15,19,20,33,35,36,42],session_nb:[8,13,18,36],set:[1,2,3,4,9,10,14,15,20,24,36,39],set_label:[1,2,4],set_titl:19,set_xlabel:19,set_xlim:19,set_xtick:3,set_xticklabel:3,set_ylabel:19,set_ylim:9,setup:[23,35,37,39,40,42],sever:[23,28,42],sex:42,shape:[2,27,32,42],shapiro:39,share:42,shield:[37,38],shop:39,should:[1,30,38,42],show:[3,9,14,19,28,32,42],shown:[9,36,38,42,43],shrinkag:[10,15,20],shwn:14,side:[24,26],sign:39,signal:[1,19,32,39],signatur:[29,42],signific:32,similar:[28,41],simpl:[20,42,43],simpler:35,simpli:42,sinc:[24,32],singl:[0,3,5,6,25,26,33,37],sio:3,sit:37,site:[1,2,3,4,9,10,14,15,19,20,23,33,36,39,42],six:[9,14,19],size:[1,9,14,19,41],skip:42,sklearn:[10,15,20],skull:30,slack:39,slow:3,small:[42,43],smaller:26,sn:[10,15,20],so:[19,20,37,42],social:39,softwar:[35,39,42],solid:42,solut:39,solver:[10,15,20],somatosensori:29,some:[1,3,8,9,10,13,14,15,18,19,20,26,35,37,42],someth:[38,39,42],sometim:42,soon:39,sound:38,sourc:[0,1,2,3,4,5,7,8,9,10,11,13,14,15,16,18,19,20,21,24,25,26,27,28,29,30,35],space:20,spacebar:[27,32],spacem:20,spatial:[20,26],spatialfilt:20,spec:2,special:35,specif:[28,32,35,36,37,42],specifi:[9,14,19,36,37,42],spectral:19,spectrogram:4,sphinx:[0,1,2,3,4,5,7,8,9,10,11,13,14,15,16,18,19,20,21,23,24,25,26,27,28,29,30,40],spike:32,spreadsheet:3,sqrt:[2,3,4],squar:[27,32],squeez:3,ss:[10,15],ssaep:[33,37,39],ssvep:[0,1,21,22,25,33,36,37,39],ssvep_data_path:[19,20],stabl:35,stai:43,stand:42,standard:[1,2,3,4,9,10,14,15,19,20,35,37,39],standardscal:[10,15,20],start:[8,13,18,35,38,42],stat:[2,3,4],state:[19,30,32],statement:42,statist:[39,41],steadi:[19,30,32],step:[2,35,37,38,39],still:[19,24,38,39,42],stim:[1,2,4,9,10,14,15,19,20],stimul:[1,19,20,29,30,32],stimuli:[28,30,32,42],stimulu:[9,10,14,15,19,20,29,30,32,35,37,39],stop:39,storag:[23,42],store:42,str:[1,2,3,4],stratifiedshufflesplit:[10,15,20],stream:[8,9,13,14,18,23,35,37,39,42,43],strean:42,strength:28,string:37,strongest:28,strongli:42,structur:[24,35,36,37],studi:42,stuff:3,sub:[1,2,3,4,24],sub_count:[2,4],subdirectori:36,subfold:33,subject0001:[34,42],subject0101:3,subject101_session2_behoutput_2018:3,subject:[0,3,5,6,9,10,14,15,19,20,25,26,27,32,35,36,39,41,42],subject_id:[8,13,18,36],subjectxxxx:36,subplot:[1,2,3,4,9,19],subprocess:23,substanti:42,subtyp:29,success:42,successfulli:38,succinct:42,suffer:43,suffici:42,suit:[24,32],sum:[2,3,4],summari:[3,39],superior:32,support:[23,30,37,39,42],sure:[38,42,43],survei:42,sustain:[24,27,32],sy:[1,2,3,4],synthet:37,system:[35,37,38,42],t5:28,t6:28,t:[1,3,9,10,14,15,19,20,32,35,42],t_diff:[1,2,4],t_high:[1,2,4],t_low:[1,2,4],tabl:[24,42],tablet:42,tag:39,take:[20,24,32,36,37,39],taken:42,talk:39,tangent:20,tangentspac:[10,15,20],target:[14,15,26,32],task:[2,26,27,39],taylor:39,team:[42,43],tec:[37,39],technic:39,technician:39,technolog:39,tell:42,temp:33,tempor:[28,30,32],temporari:35,ten:42,term:[10,15],termin:[24,33,37,38],test:[24,32,35,37,42],test_siz:[10,15,20],text:[24,42],tfr:[1,2,4,19],tfr_morlet:[1,2,4,19],than:[24,26,32,35,39,42],thank:[39,42],thei:[9,14,19,32,33,36,37,42,43],them:[1,10,15,24,37,42],thi:[0,8,9,10,13,14,15,18,19,20,23,24,25,28,29,30,32,33,35,36,37,38,39,43],think:39,third:[35,42],thoroughli:42,those:24,though:42,thousand:39,three:42,through:[3,20,23,24,29,30,33,35,42],throughout:42,thu:[1,28,29],tight_layout:19,time:[1,2,3,4,8,9,10,13,14,15,18,19,20,32,36,37,39,42],time_frequ:[1,2,4,19],timestamp:[9,10,14,15],tip:38,titl:[1,2,3,4,9,14,19,24],tl:39,tmax:[1,2,4,9,10,14,15,19,20],tmin:[1,2,4,9,10,14,15,19,20],to_csv:[2,3,4],togeth:[37,39,40],tone:32,too:3,tool:[33,35,37,42],topic:[0,25,42],toronto:42,total:[1,2,3,4,6,8,9,10,12,13,14,15,17,18,19,20,22],touch:[39,42],tp10:[1,2,4,9,10,14,15,19,20,28],tp9:[1,2,4,9,10,14,15,19,20,28],tracker:35,trackpad:42,tradit:41,trajectori:39,tredup:39,tree:24,tri:42,trial:[2,3,4,9,14,19,28,32,42],troubleshoot:[38,39],troubleshootingland:42,ts:[10,15,20],tstat:[2,4],ttest_ind:[2,4],turn:[38,42],tutori:39,twice:42,two:[1,2,4,9,10,14,15,19,20,24,32,35,37,38,42],txt:24,type:[9,10,14,15,29,42],typic:39,uc:[1,9,14,19],ultracortex:42,unansw:42,unbalanc:20,under:[20,37,39,40],underw:39,unexpect:29,unfortun:35,unicorn:[37,39],uniqu:42,univers:[39,41,42],unknown:[10,15],unlimit:42,unpredict:32,unvalid:39,up:[1,2,4,9,10,14,15,20,26,36,38,39],upcom:[26,42],updat:[23,24,33,37,42,43],upload:39,url:39,us:[1,2,9,10,14,15,19,20,24,28,29,30,32,35,39,40],usag:[35,39,42],usb:[35,37,39],user:[23,24,30,33,35,36,37,39],user_nam:36,usual:24,util:[1,2,4,9,10,14,15,19,20,35,36,42],utoronto:39,uv:[1,2,4],v0:39,valid:[3,10,15,20,26,32],validli:26,validrt:3,validtarget:1,validtarget_left:1,validtarget_right:1,valu:[1,36,37],vari:38,variabl:[8,13,18,35,37],variou:[24,33,35,37,38,39,40,42],ve:2,vect:[10,15],vector:[10,15,20],venv:35,verbos:[1,2,4,9,10,14,15,19,20],veri:[2,20,24,35],verifi:[38,42],version:[23,24,35,39],vertic:26,via:[37,42],victoria:41,video:[39,41],view:[24,28,30,34],viewer:43,virtual:35,virtualenv:35,visibl:19,visual:[0,2,3,4,10,11,12,15,16,17,20,21,22,23,25,33,35,36,37,39],visual_cueing_jupyt:[5,26],visual_cueing_python:[5,26],visual_gonogo_jupyt:[7,27],visual_gonogo_python:[7,27],visual_n170:[8,35,36,37],visual_n170_jupyt:[11,28],visual_n170_python:[11,28],visual_p300:13,visual_p300_jupyt:[16,29],visual_p300_python:[16,29],visual_ssvep:18,visual_ssvep_jupyt:[21,30],visual_ssvep_python:[21,30],vmax:[1,2,4],vmin:[1,2,4],wa:[23,24,32,33,36,39,41,42],wai:[1,28,42],want:36,warn:[1,2,4,9,10,14,15,19,20],watch:42,water:39,wave:42,wave_cycl:[1,2,4],waveform:[9,14],wavelet:[1,2,4],we:[2,9,14,19,20,24,28,29,30,35,37,38,39,40,42,43],web:[20,24],webpag:24,websit:[24,41,42],welcom:[37,39,42],well:[28,35,39,42],were:[23,32,37,41],what:39,when:[24,30,32,35,36,38,42],where:[1,29,35,36,39],whether:[27,32],which:[1,14,19,24,27,30,32,33,35,36,37,38,39,41,42],whilst:42,who:[32,35],wide:24,wifi:[37,38],window:[1,2,4,9,14,19,37,39],winter:[0,5,6,25,26],wire:43,wireless:39,within:[33,36,37,42],without:[20,35,37,42],won:42,wonder:43,work:[24,30,35,42],worth:41,would:[33,36,37,42],written:40,wrong:[38,42],wxpython:[35,42],x:[3,4,10,15,20,32,39],xdawn:15,xdawncov:[10,15],xdawncovari:[10,15,20],xlabel:[1,2,3,4],xlim:[10,15,20],xxxx:36,y:[10,15,20],ye:42,year:39,yemjo7guguuu7sshcybfsr:19,yerr:[2,3,4],yet:[1,2,3,4,9,10,14,15,19,20,33,37],ylabel:[1,2,3,4],ylim:[1,3,9],you:[9,14,19,24,33,34,35,36,37,38,39,42],your:[33,34,35,36,37,38,39,43],yourself:42,zcsixfq:1,zero:[1,2,3,4,9,10,14,15,20],zip:[0,1,5,7,9,11,14,16,19,21,25,26,27,28,29,30,39],zipper:42,zsjqdnrsbsuasgbxowwdngwtvfc:14},titles:["All Notebook Examples","Cueing Single Subject Analysis","Cueing Group Analysis","Cueing Behavioural Analysis Winter 2019","Cueing Group Analysis Winter 2019","&lt;no title&gt;","Computation times","&lt;no title&gt;","N170 run experiment","N170 Load and Visualize Data","N170 Decoding","&lt;no title&gt;","Computation times","P300 run experiment","P300 Load and Visualize Data","P300 Decoding","&lt;no title&gt;","Computation times","SSVEP run experiment","SSVEP Visualization","SSVEP Decoding","&lt;no title&gt;","Computation times","Code Changelog","EEG-Notebooks Documentation Developer Notes","All Notebook Examples","Visual Cueing","Visual Go-No-Go","Visual N170","Visual P300","Visual SSVEP","Analyzing data","Available Notebooks","Data Zipping","Frequently Asked Questions","Installation","Loading and Saving Data","Running Experiments","Initiating an EEG Stream","EEG-Notebooks","About the EEG-notebooks Documentation Pages","Technical Information about the MUSE","NTCS Phase 1 Instructions","Using an extra electrode with Muse"],titleterms:{"0":23,"1":[23,38,42],"10":36,"2":[23,38,42],"2019":[3,4],"3":42,"4":42,"5":42,"6":42,"7":42,"8":42,"9":42,"default":36,"do":[34,42],No:[27,32],On:[32,42],The:43,about:[40,41],accuraci:3,acknowledg:39,adjust:41,after:42,all:[0,25],alpha:32,an:[34,38,43],analysi:[1,2,3,4,41],analyz:[3,31],ar:42,ask:34,attach:43,auditori:32,avail:32,averag:[2,4,9,14],behaviour:3,beta:32,better:41,bled112:35,bluemus:[35,38],board:37,brainbit:38,bug:35,build:24,c1:32,chang:36,changelog:23,check:[34,42],classfic:15,classif:10,code:23,combin:[2,4],command:[33,37],common:35,compress:42,comput:[1,2,4,6,12,17,22],conda:34,connect:38,consent:42,contact:39,contra:[2,4],contribut:39,convent:36,correct:34,cue:[1,2,3,4,26],custom:37,cyton:38,daisi:38,data:[1,2,3,4,9,10,14,15,20,31,33,34,36,42,43],decod:[10,15,20],densiti:1,detail:[41,42],develop:24,devic:[8,13,18,38,42],differ:1,directori:36,doc:24,document:[24,39,40],dongl:[35,38],download:2,dr:42,driver:42,durat:37,e:42,eeg:[8,13,18,24,38,39,40,42],electrod:43,env:34,environ:42,epoch:[1,4,9,10,14,15,19,20],erp:41,exampl:[0,25,36],experi:[8,13,18,32,34,37,39,42],extra:43,faq:42,file:42,filter:[1,9],filteri:[10,14,15],find:[34,38],fit:41,flag:[33,37],forgot:34,frequent:34,from:43,full:42,g:38,ganglion:38,get:[39,42,43],go:[27,32],gotcha:42,group:[2,4],headband:[38,41],how:34,i:34,id:37,inform:[41,42],initi:[8,13,18,38],instal:[35,42],instruct:42,interaxon:38,interfac:[33,37],introduct:41,introprompt:[33,37],ipsi:[2,4],issu:35,jupyt:37,knowledg:42,librari:35,line:[33,37],linux:[35,36],live:34,load:[1,2,4,9,10,14,15,20,36],locat:[36,42],look:42,mac:[34,35],maco:36,mail:42,make:42,mat:3,miniconda:42,misc:[24,39],mne:[2,4],muse:[35,38,41,42,43],my:[34,42],n100:32,n170:[8,9,10,28,32,42],name:[34,36],neuros:38,newfangl:42,note:24,notebook:[0,24,25,32,37,39,40,42],notion:38,now:1,ntc:42,number:37,object:2,oddbal:32,old:32,openbci:[34,38,42],other:32,overview:39,p1:32,p200:32,p300:[13,14,15,29,32],page:[40,42],paradigm:32,person:42,phase:42,phenomena:32,plot:[1,10],port:[34,38,42],power:[1,2,4,9,14,19],problem:35,provid:42,psd:19,put:4,python:[35,42],qualiti:[34,41,42],question:34,readi:42,record:[34,35,37,42],relat:41,report:35,requir:35,reset:32,result:10,rt:3,run:[8,10,13,18,34,37,42],s:42,save:[2,4,36],script:37,select:37,session:37,set:42,setup:[1,2,3,4,8,9,10,13,14,15,18,20,41],sign:42,signal:[41,42],singl:1,site:24,specif:19,spectra:[2,4],spectral:1,spectrogram:[1,19],spectrum:[1,9,14,19],ssaep:32,ssvep:[18,19,20,30,32],start:39,step:42,stimuli:19,stream:[34,38],subject:[1,2,4,37],summari:42,support:38,t:[2,4],take:42,target:1,task:32,tec:38,technic:41,test:[2,4],thi:42,time:[6,12,17,22],tl:42,troubleshoot:42,tutori:41,unicorn:38,unvalid:32,up:42,upload:42,url:42,us:[33,37,38,41,42,43],usag:41,usb:38,user:42,version:[38,42],video:42,visual:[1,9,14,19,26,27,28,29,30,32,34,42],water:41,we:1,what:42,where:[34,42],window:[35,36,38,42],winter:[3,4],x:23,your:42,zip:[33,42]}})
\ No newline at end of file