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Convolutional spiking neural network implementing STDP
Simulation of spiking neural networks (SNNs) using PyTorch.
SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.
Deep and online learning with spiking neural networks in Python
Pure python implementation of SNN
Brian is a free, open source simulator for spiking neural networks.
Deep learning with spiking neural networks (SNNs) in PyTorch.
Pytorch、Scikit-learn实现多种分类方法,包括逻辑回归(Logistic Regression)、多层感知机(MLP)、支持向量机(SVM)、K近邻(KNN)、CNN、RNN,极简代码适合新手小白入门,附英文实验报告(ACM模板)
Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.
MNIST digit classification with scikit-learn and Support Vector Machine (SVM) algorithm.
Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration