Popular GitHub Repositories for Spiking Neural Networks

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.

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

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

Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.

Spiking Neural Networks in C++ with strong GPU acceleration through CUDA

Spyx: Spiking Neural Networks in JAX

Neural Simulator for AGI research and development

Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network

Deep learning integration for Nengo

Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)

Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.

[AAAI 2023] Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks

A brian2 extension to simulate spiking neural networks on GPUs

JAX-based Spiking Neural Network framework

DRL with population coded spiking neural network for optimal and energy-efficient continuous control.