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Release preparation
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@okozelsk
okozelsk committed Nov 17, 2018
1 parent 7416736 commit 9fd5a14
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112 changes: 70 additions & 42 deletions Demo/DemoConsoleApp/DemoSettings.xml
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<pools>
<pool name="Analog pool" dimX="8" dimY="8" dimZ="8" routeToReadout="true">
<neuronGroups>
<neuronGroup role="Excitatory" relShare="1">
<neuronGroup name="Exc-TanH" role="Excitatory" relShare="1" augmentedStates="true">
<activationTanH/>
<bias min="0" max="0" randomSign="false" distribution="Uniform"/>
</neuronGroup>
<neuronGroup role="Inhibitory" relShare="1">
<neuronGroup name="Inh-TanH" role="Inhibitory" relShare="1" augmentedStates="true">
<activationTanH/>
<bias min="0" max="0" randomSign="false" distribution="Uniform"/>
</neuronGroup>
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<pools>
<pool name="Spiking pool" dimX="5" dimY="5" dimZ="5" routeToReadout="true">
<neuronGroups>
<neuronGroup role="Excitatory" relShare="4">
<neuronGroup name="Exc-AutoIzhikevichIF" role="Excitatory" relShare="4" augmentedStates="true">
<activationAutoIzhikevichIF stimuliCoeff="35" role="Excitatory" refractoryPeriods="0" solverMethod="RK4" solverCompSteps="2"/>
<bias min="0" max="0" randomSign="false" distribution="Uniform"/>
</neuronGroup>
<neuronGroup role="Inhibitory" relShare="1">
<neuronGroup name="Inh-AutoIzhikevichIF" role="Inhibitory" relShare="1" augmentedStates="true">
<activationAutoIzhikevichIF stimuliCoeff="35" role="Inhibitory" refractoryPeriods="0" solverMethod="RK4" solverCompSteps="2"/>
<bias min="0" max="0" randomSign="false" distribution="Uniform"/>
</neuronGroup>
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</pool>
<pool name="Analog pool" dimX="6" dimY="5" dimZ="5" routeToReadout="true">
<neuronGroups>
<neuronGroup role="Excitatory" relShare="4">
<neuronGroup name="Exc-Sigmoid" role="Excitatory" relShare="4" augmentedStates="true">
<activationSigmoid />
<bias min="0" max="0" randomSign="false" distribution="Uniform"/>
</neuronGroup>
<neuronGroup role="Inhibitory" relShare="1">
<neuronGroup name="Inh-Sigmoid" role="Inhibitory" relShare="1" augmentedStates="true">
<activationSigmoid />
<bias min="0" max="0" randomSign="false" distribution="Uniform"/>
</neuronGroup>
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</reservoirCfg>
</reservoirCfgContainer>
<reservoirInstanceContainer>
<reservoirInstance name="Experimental" cfg="Mixed" augmentedStates="false">
<reservoirInstance name="Mixed spiking and analog pools" cfg="Mixed" augmentedStates="false">
<inputFieldAssignments>
<inputFieldAssignment inputFieldName="High" poolName="Spiking pool" density="1">
<weight min="0" max="0.75" randomSign="false" distribution="Uniform"/>
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<pools>
<pool name="Alpha (supermix)" dimX="4" dimY="4" dimZ="4" routeToReadout="true">
<neuronGroups>
<neuronGroup role="Excitatory" relShare="4">
<neuronGroup name="Exc-AutoIzhikevichIF" role="Excitatory" relShare="4" augmentedStates="true">
<activationAutoIzhikevichIF stimuliCoeff="35" role="Excitatory" refractoryPeriods="0" solverMethod="RK4" solverCompSteps="2"/>
<bias min="0" max="0" randomSign="false" distribution="Uniform"/>
</neuronGroup>
<neuronGroup role="Excitatory" relShare="4">
<neuronGroup name="Exc-AdExpIF" role="Excitatory" relShare="4" augmentedStates="true">
<activationAdExpIF stimuliCoeff="150" solverMethod="Euler" solverCompSteps="2">
<timeScale min="5" max="5" randomSign="false" distribution="Uniform"/>
<resistance min="500" max="500" randomSign="false" distribution="Uniform"/>
Expand All @@ -176,15 +176,15 @@
</activationAdExpIF>
<bias min="0" max="0" randomSign="false" distribution="Uniform"/>
</neuronGroup>
<neuronGroup role="Excitatory" relShare="4">
<neuronGroup name="Exc-Sigmoid" role="Excitatory" relShare="4" augmentedStates="true">
<activationSigmoid />
<bias min="0" max="0" randomSign="false" distribution="Uniform"/>
</neuronGroup>
<neuronGroup role="Inhibitory" relShare="1">
<neuronGroup name="Inh-AutoIzhikevichIF" role="Inhibitory" relShare="1" augmentedStates="true">
<activationAutoIzhikevichIF stimuliCoeff="35" role="Inhibitory" refractoryPeriods="0" solverMethod="RK4" solverCompSteps="2"/>
<bias min="0" max="0" randomSign="false" distribution="Uniform"/>
</neuronGroup>
<neuronGroup role="Inhibitory" relShare="1">
<neuronGroup name="Inh-AdExpIF" role="Inhibitory" relShare="1" augmentedStates="true">
<activationAdExpIF stimuliCoeff="150" solverMethod="Euler" solverCompSteps="2">
<timeScale min="5" max="5" randomSign="false" distribution="Uniform"/>
<resistance min="500" max="500" randomSign="false" distribution="Uniform"/>
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</activationAdExpIF>
<bias min="0" max="0" randomSign="false" distribution="Uniform"/>
</neuronGroup>
<neuronGroup role="Inhibitory" relShare="1">
<neuronGroup name="Inh-Sigmoid" role="Inhibitory" relShare="1" augmentedStates="true">
<activationSigmoid />
<bias min="0" max="0" randomSign="false" distribution="Uniform"/>
</neuronGroup>
Expand All @@ -214,7 +214,7 @@
<pools>
<pool name="Alpha (SimpleIF)" dimX="4" dimY="4" dimZ="4" routeToReadout="true">
<neuronGroups>
<neuronGroup role="Excitatory" relShare="4">
<neuronGroup name="Exc-SimpleIF" role="Excitatory" relShare="4" augmentedStates="true">
<activationSimpleIF stimuliCoeff="0.5" refractoryPeriods="0">
<resistance min="14" max="16" randomSign="false" distribution="Uniform"/>
<decayRate min="0.045" max="0.055" randomSign="false" distribution="Uniform"/>
Expand All @@ -223,7 +223,7 @@
</activationSimpleIF>
<bias min="0" max="0" randomSign="false" distribution="Uniform"/>
</neuronGroup>
<neuronGroup role="Inhibitory" relShare="1">
<neuronGroup name="Inh-SimpleIF" role="Inhibitory" relShare="1" augmentedStates="true">
<activationSimpleIF stimuliCoeff="0.5" refractoryPeriods="0">
<resistance min="14" max="16" randomSign="false" distribution="Uniform"/>
<decayRate min="0.045" max="0.055" randomSign="false" distribution="Uniform"/>
Expand All @@ -239,7 +239,7 @@
</pool>
<pool name="Beta (AdExpIF)" dimX="4" dimY="4" dimZ="4" routeToReadout="true">
<neuronGroups>
<neuronGroup role="Excitatory" relShare="4">
<neuronGroup name="Exc-AdExpIF" role="Excitatory" relShare="4" augmentedStates="true">
<activationAdExpIF stimuliCoeff="150" solverMethod="Euler" solverCompSteps="2">
<timeScale min="5" max="5" randomSign="false" distribution="Uniform"/>
<resistance min="500" max="500" randomSign="false" distribution="Uniform"/>
Expand All @@ -254,7 +254,7 @@
</activationAdExpIF>
<bias min="0" max="0" randomSign="false" distribution="Uniform"/>
</neuronGroup>
<neuronGroup role="Inhibitory" relShare="1">
<neuronGroup name="Inh-AdExpIF" role="Inhibitory" relShare="1" augmentedStates="true">
<activationAdExpIF stimuliCoeff="100" solverMethod="Euler" solverCompSteps="2">
<timeScale min="5" max="5" randomSign="false" distribution="Uniform"/>
<resistance min="500" max="500" randomSign="false" distribution="Uniform"/>
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<pools>
<pool name="Alpha (analog Sigmoid/Gaussian)" dimX="4" dimY="4" dimZ="4" routeToReadout="true">
<neuronGroups>
<neuronGroup role="Excitatory" relShare="1">
<neuronGroup name="Exc-Sigmoid" role="Excitatory" relShare="1" augmentedStates="true">
<activationSigmoid />
<bias min="0" max="0" randomSign="false" distribution="Uniform"/>
</neuronGroup>
<neuronGroup role="Inhibitory" relShare="1">
<neuronGroup name="Inh-Gaussian" role="Inhibitory" relShare="1" augmentedStates="true">
<activationGaussian />
<bias min="0" max="0" randomSign="false" distribution="Uniform"/>
</neuronGroup>
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</stateMachineCfg>
</case>

<case name="Prediction task Mackey Glass chaotic time series: Analog reservoir, Linear regression">
<samples fileName="MackeyGlass.csv" bootSamples="300" singleNormalizer="false" normalizerReserve="0.1"/>
<stateMachineCfg taskType="Prediction" randomizerSeek="0">
<case name="Classification task Libras Movement: Single spiking reservoir, Single neuron FF network as a classifier">
<!-- Data converted from https://archive.ics.uci.edu/ml/datasets/Libras+Movement -->
<samples fileName="LibrasMovement.csv" singleNormalizer="false" normalizerReserve="0.1"/>
<stateMachineCfg taskType="Classification" randomizerSeek="0">
<inputFields routeToReadout="false">
<field name="Value"/>
<field name="coord_abcissa"/>
<field name="coord_ordinate"/>
</inputFields>
<reservoirCfgContainer>
<reservoirCfg name="Analog" inputCoding="Analog" inputDuration="1" spectralRadius="0.999">
<reservoirCfg name="Single spiking pool" inputCoding="Analog" inputDuration="1" spectralRadius="0.999">
<pools>
<pool name="Analog pool" dimX="5" dimY="6" dimZ="10" routeToReadout="true">
<pool name="SimpleIF pool" dimX="5" dimY="5" dimZ="5" routeToReadout="true">
<neuronGroups>
<neuronGroup role="Excitatory" relShare="1">
<activationSigmoid />
<neuronGroup name="Exc-SimpleIF" role="Excitatory" relShare="4" augmentedStates="true">
<activationSimpleIF stimuliCoeff="1" refractoryPeriods="1">
<resistance min="13" max="17"/>
<decayRate min="0.04" max="0.06"/>
<resetV min="4" max="6"/>
<firingThresholdV min="20" max="25"/>
</activationSimpleIF>
<bias min="0" max="0" randomSign="false" distribution="Uniform"/>
</neuronGroup>
<neuronGroup role="Inhibitory" relShare="1">
<activationGaussian />
<neuronGroup name="Inh-SimpleIF" role="Inhibitory" relShare="1" augmentedStates="true">
<activationSimpleIF stimuliCoeff="1" refractoryPeriods="0">
<resistance min="13" max="17"/>
<decayRate min="0.04" max="0.06"/>
<resetV min="4" max="6"/>
<firingThresholdV min="20" max="25"/>
</activationSimpleIF>
<bias min="0" max="0" randomSign="false" distribution="Uniform"/>
</neuronGroup>
</neuronGroups>
<interconnection density="0.1" avgDistance="1.5" allowSelfConnection="true">
<weight min="-1" max="1" randomSign="false" distribution="Uniform"/>
<interconnection density="0.3" avgDistance="NA" allowSelfConnection="false">
<weight min="0" max="1" randomSign="false" distribution="Uniform"/>
</interconnection>
<retainmentNeurons density="1">
<rate min="0.25" max="0.5" randomSign="false" distribution="Uniform"/>
</retainmentNeurons>
</pool>
</pools>
</reservoirCfg>
</reservoirCfgContainer>
<reservoirInstanceContainer>
<reservoirInstance name="Experimental" cfg="Analog" augmentedStates="true">
<reservoirInstance name="Main" cfg="Single spiking pool" augmentedStates="true">
<inputFieldAssignments>
<inputFieldAssignment inputFieldName="Value" poolName="Analog pool" density="1">
<weight min="0" max="0.6" randomSign="false" distribution="Uniform"/>
<inputFieldAssignment inputFieldName="coord_abcissa" poolName="SimpleIF pool" density="1">
<weight min="0" max="0.3" randomSign="false" distribution="Uniform"/>
</inputFieldAssignment>
<inputFieldAssignment inputFieldName="coord_ordinate" poolName="SimpleIF pool" density="1">
<weight min="0" max="0.3" randomSign="false" distribution="Uniform"/>
</inputFieldAssignment>
</inputFieldAssignments>
</reservoirInstance>
</reservoirInstanceContainer>
<readoutLayer testDataRatio="0.3" folds="1">
<readoutUnit attempts="1" attemptEpochs="1">
<ff regressionMethod="Linear">
<activationIdentity />
<readoutLayer testDataRatio="0.25" folds="Auto">
<readoutUnit attempts="5" attemptEpochs="1000">
<ff regressionMethod="Resilient">
<activationIdentity/>
</ff>
</readoutUnit>
<outputFields>
<field name="Value"/>
<field name="curved swing"/>
<field name="horizontal swing"/>
<field name="vertical swing"/>
<field name="anti-clockwise arc"/>
<field name="clockwise arc"/>
<field name="circle"/>
<field name="horizontal straight-line"/>
<field name="vertical straight-line"/>
<field name="horizontal zigzag"/>
<field name="vertical zigzag"/>
<field name="horizontal wavy"/>
<field name="vertical wavy"/>
<field name="face-up curve"/>
<field name="face-down curve"/>
<field name="tremble"/>
</outputFields>
</readoutLayer>
</stateMachineCfg>
</case>


</demo>
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