snn
There are 144 repositories under snn topic.
BindsNET/bindsnet
Simulation of spiking neural networks (SNNs) using PyTorch.
fangwei123456/spikingjelly
SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.
jeshraghian/snntorch
Deep and online learning with spiking neural networks in Python
codingonion/awesome-yolo-object-detection
🚀🚀🚀 A collection of some awesome public YOLO object detection series projects.
cwq159/PyTorch-Spiking-YOLOv3
A PyTorch implementation of Spiking-YOLOv3. Two branches are provided, based on two common PyTorch implementation of YOLOv3(ultralytics/yolov3 & eriklindernoren/PyTorch-YOLOv3), with support for Spiking-YOLOv3-Tiny at present.
AXYZdong/awesome-snn-conference-paper
🔥 This repo compiles top conference papers and code for Spiking Neural Networks research. The project is actively evolving. 本仓库收集了脉冲神经网络领域的顶会顶刊论文和代码，正在持续更新中。
open-neuromorphic/open-neuromorphic
List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.
codingonion/awesome-snn
🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.
aa-samad/conv_snn
Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper
open-neuromorphic/awesome-neuromorphic-hw
Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.
zhouchenlin2096/Awesome-Spiking-Neural-Networks
A paper list of spiking neural networks, including papers, codes, and related websites. 本仓库收集脉冲神经网络相关的顶会顶刊论文和代码，正在持续更新中。
nitin-rathi/hybrid-snn-conversion
Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation
djsaunde/spiketorch
Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this project.
fangwei123456/Parametric-Leaky-Integrate-and-Fire-Spiking-Neuron
Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks
markstrefford/Spiking-Neural-Network
Basic SNN propogating spikes between LIF neurons
kmheckel/spyx
Spyx: Spiking Neural Networks in JAX
synsense/sinabs
A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.
combra-lab/spiking-ddpg-mapless-navigation
Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.
zhouchenlin2096/Spikingformer
Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network
haoyz/sym-STDP-SNN
Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symmetric STDP Rule"
ricardodeazambuja/Bee
The Spiking Reservoir (Liquid State Machine - LSM) Simulator
synsense/rockpool
A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware.
combra-lab/pop-spiking-deep-rl
DRL with population coded spiking neural network for optimal and energy-efficient continuous control.
metr0jw/Spiking-Neural-Network-on-FPGA
Leaky Integrate and Fire (LIF) model implementation for FPGA
zhouyanasd/DL-NC
spiking-neural-networks
colinator/spikeflow
Python library for easy creation and running of spiking neural networks in tensorflow.
jeshraghian/QSNNs
Quantization-aware training with spiking neural networks
zhouchenlin2096/Spikingformer-CML
Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation
yikaiw/SNN
[ICCV 2021] Code release for "Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks"
edabk-hust/edabk_brain_soc
A project dedicated to developing a hardware Integrated Circuit (IC) for a Spike Neural Network (SNN), powered by the RTL code generated by ChatGPT-4 with advanced optimizations.
libgirlenterprise/WheatNNLeek
Spiking neural network system
lyh983012/ES-imagenet-master
code for generating data set ES-ImageNet with corresponding training code
plotlabs/SNNs-In-Tensorflow
Implementation of a Spiking Neural Network in Tensorflow.
udion/Neurapse
Nuerapse simulations for SNNs
ShahriarRezghi/Spyker
High-performance Spiking Neural Networks Library Written From Scratch with C++ and Python Interfaces.
artiomn/awesome-neuromorphic
A curated list of awesome neuromorphic frameworks, libraries, resources, and other things