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artificial-neural-network

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Artificial neural networks (ANN) are computational systems that "learn" to perform tasks by considering examples, generally without being programmed with any task-specific rules.

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aika-algorithm / aika

Star 75

AIKA is a new type of artificial neural network designed to more closely mimic the behavior of a biological brain and to bridge the gap to classical AI. A key design decision in the Aika network is to conceptually separate the activations from their neurons, meaning that there are two separate graphs. One graph consisting of neurons and synapses…

recurrent-neural-networks artificial-neural-network nlp-machine-learning entropy-coding information-gain neural-symbolic-reasoning neuro-symbolic-learning neural-symbolic neuro-symbolic neural-symbolic-paradigm aika-network binding-signal binding-problem
  • Updated Oct 18, 2024
  • Java

OSSpk / Handwritten-Digits-Classification-Using-KNN-Multiclass_Perceptron-SVM

Star 62

🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.

svm machine-learning-algorithms mnist-dataset logistic-regression support-vector-machines knn artificial-neural-network handwritten-digit-recognition k-nearest-neighbours supervised-machine-learning support-vector-classifier perceptron-learning-algorithm sigmoid-function delta-rule mnist-classification-logistic comparative-study multiclass-perceptron learning-algorithms-comparison accuracy-analysis efficiency-analysis
  • Updated Jan 17, 2021
  • Python

CarsonScott / HSOM

Star 61

Hierarchical self-organizing maps for unsupervised pattern recognition

classifier machine-learning deep-neural-networks ai deep-learning neural-network machine-learning-algorithms ml artificial-intelligence artificial classification unsupervised-learning artificial-neural-network self-organizing-map self-organization artificial-intelligence-algorithms multiclass-classification unsupervised-machine-learning unsupervised-clustering classifier-training
  • Updated Dec 20, 2019
  • Python

TatevKaren / artificial-neural-network-business_case_study

Star 47

Business Case Study to predict customer churn rate based on Artificial Neural Network (ANN), with TensorFlow and Keras in Python. This is a customer churn analysis that contains training, testing, and evaluation of an ANN model. (Includes: Case Study Paper, Code)

data-science machine-learning deep-learning python3 artificial-neural-networks tensorflow-tutorials ann predictive-analytics artificial-neural-network case-study prediction-model churn-analysis ann-model bank-customers
  • Updated May 4, 2021
  • Python

TheKidPadra / DeepLearning.AI-Deep-Learning-Specialization

Star 24

This repo contains my work & The code base for this Deep Learning Specialization offered by deeplearning.AI

deep-learning tensorflow transformers coursera assignment python-programming convolutional-neural-network artificial-neural-network backpropagation hyperparameter-tuning andrew-ng specialization recurrent-neural-network deeplearning-ai mathematical-optimization inductive-transfer neural-network-architecture
  • Updated Feb 23, 2024
  • Jupyter Notebook

raymelon / TrafficLightNeuralNetwork

Star 22

🚥 An Artificial Neural Network based Traffic Light Controller for intersections. Computational Intelligence class final project.

c-sharp machine-learning neural-network traffic neural-networks artificial-neural-networks neurons intersection artficial-intelligence ann artificial-neural-network neural-network-example neural-nets computational-intelligence traffic-light traffic-light-controller ann-architecture
  • Updated Jul 7, 2021
  • C#

SahibzadaSalman / Machine-Learning-with-Python

Star 12

This repository contains a gentle introduction to machine learning algorithms with hands on practical examples

python machine-learning clustering linear-regression machine-learning-algorithms regression naive-bayes-classifier supervised-learning logistic-regression titanic gradient-descent artificial-neural-network kmeans-clustering iris-dataset unsupervised-machine-learning machinelearning-python costfunction statistics-for-data-science
  • Updated Aug 28, 2022
  • Jupyter Notebook
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