Popular GitHub Repositories for Snn

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

??? A collection of some awesome public YOLO object detection series projects and the related object detection datasets.

List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.

Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.

Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper

Spyx: Spiking Neural Networks in JAX

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

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

A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware.

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

The Spiking Reservoir (Liquid State Machine - LSM) Simulator

Quantization-aware training with spiking neural networks

A curated list of awesome neuromorphic frameworks, libraries, resources, and other things

Nuerapse simulations for SNNs

Implementation of a Spiking Neural Network in Tensorflow.

This repository contains the models and training scripts used in the papers: "Quantizing Spiking Neural Networks with Integers" (ICONS 2020) and "Memory Organization for Energy-Efficient Learning and Inference in Digital Neuromorphic Accelerators" (ISCAS 2020).

Code for the ISCAS23 paper "The Hardware Impact of Quantization and Pruning for Weights in Spiking Neural Networks"

Malleable spiking neural network framework and training platform.