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28 search results found

Bindsnet ⭐ 1,444

Simulation of spiking neural networks (SNNs) using PyTorch.

Neataptic ⭐ 978

🚀 Blazing fast neuro-evolution & backpropagation for the browser and Node.js

Self organizing Kohonen map in Python with periodic boundary conditions

Kitnet Py ⭐ 124

KitNET is a lightweight online anomaly detection algorithm, which uses an ensemble of autoencoders.

Machinelearning ⭐ 122

An easy neural network for Java!

Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration

Micromlp ⭐ 81

A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)

Spiketorch ⭐ 69

Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this project.

Bmusegan ⭐ 50

Code for “Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation”

Probabilistic question-asking system: the program asks, the users answer. The minimal goal of the program is to identify what the user needs (a target), even if the user is not aware of the existence of such a thing/product/service.

Multilayer Perceptron ⭐ 46

Library to make and train a concurrent multilayer perceptron

Pymuscle ⭐ 31

A motor unit based model of skeletal muscle and fatigue

Spiking Neural Network ⭐ 30

Basic SNN propogating spikes between LIF neurons

Golang Neural Network

Bindsnet ⭐ 28

Simulation of spiking neural networks (SNNs) using PyTorch.

Binarygan ⭐ 22

Code for "Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation"

Keras_tensorflow_on_iris ⭐ 10

A minimal tutorial on how to build a neural network classifier based on the iris data set using Keras/TensorFlow in R/RStudio

Neural Networks Templates Library

Brabenetz ⭐ 9

🧠 A fast and clean supervised neural network in C++, capable of effectively using multiple cores

Capsule Net Tf ⭐ 8

A tiny implementation of Capsule Network

Neuralnetwork ⭐ 8

Small implementation of a neural network in Python

Neural Pdf Classification ⭐ 8

An article about information extraction from text based documents such as PDF documents using neural networks.

Mnist_neural_network ⭐ 8

An neural network to classify the handwritten digits 0-9 for the MNIST dataset. No NN/ML libraries used.

Trafficlightneuralnetwork ⭐ 7

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

Bread And Butter_machine Learning ⭐ 7

Implementation of machine learning algorithms from scratch.

Simple Neural Network Js ⭐ 6

Simple Neural Network library (JavaScript)

Crypto4cast ⭐ 6

Predict the future trajectory of cryptocurrencies

Plot, edit, generate and analysis neuron morphologies! and a lot more...

Stress Prediction Using Hrv ⭐ 5

Using the SWELL dataset from Kaggle, we've built 2 machine learning models to predict whether or not a person is under stress using Heart Rate Variability(HRV) which can be collected from modern wearables such as fitbit devices and apple watches.

Exercise Breast Cancer ⭐ 5

Python feed-forward neural network to predict breast cancer. Trained using stochastic gradient descent in combination with backpropagation.

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