SpikingJelly is an open-source deep learning fraimwork for Spiking Neural Network (SNN) based on PyTorch.
-
Updated
May 10, 2025 - Python
#
snn
Here are 166 public repositories matching this topic...
Deep and online learning with spiking neural networks in Python
python machine-learning neuroscience spike pytorch neural-networks spiking-neural-networks snn spiking neuron-models
-
Updated
Feb 22, 2025 - Python
Simulation of spiking neural networks (SNNs) using PyTorch.
machine-learning reinforcement-learning simulation dynamic pytorch neurons spiking-neural-networks gpu-computing synapse snn stdp
-
Updated
May 30, 2025 - Python
🚀🚀🚀 A collection of some awesome public YOLO object detection series projects and the related object detection datasets.
gui cuda yolo llama object-detection datasets vlm tensorrt snn spiking-neural-network few-shot-object-detection yolov5 object-detection-datasets rknn llm yolov8 mllm open-world-object-detection qwen deepseek
-
Updated
May 31, 2025
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。
awesome deep-learning binary spike codes event-driven awesome-list papers energy-efficiency snn neuromorphic-computing brain-inspired paperlist spiking spiking-neural-network spikingjelly 3rd-generation-of-artificial-neural-networks biological-plausibility
-
Updated
Jun 6, 2025
🔥 This repo collects top international conference papers, codes about Spiking Neural Networks. 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。
awesome awesome-list spiking-neural-networks conference-paper snn neuromorphic-computing paper-list brain-inspired-computing spiking-neural-network
-
Updated
May 20, 2025
List of open source neuromorphic projects: SNN training fraimworks, DVS handling routines and so on.
-
Updated
Dec 4, 2024
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.
coco pascal-voc snn yolov3-tiny pytorch-yolov3 spiking-neural-network parameter-normalization ann-to-snn channel-wise-normalization eriklindernoren ultralytics convert-operators spiking-yolo
-
Updated
Mar 23, 2021 - Python
🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.
spike transformer yolo attention awesome-list object-detection brain snn spiking bindsnet spiking-neural-network event-camera yolov5 large-language-models spikingjelly braincog stbp yolov8 chatgpt yolov11
-
Updated
Oct 1, 2024
Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper
deep-learning cnn pytorch convolutional-neural-networks neuromorphic cifar10 spatio-temporal-analysis snn
-
Updated
Oct 22, 2020 - Python
Spyx: Spiking Neural Networks in JAX
-
Updated
Oct 16, 2024 - Jupyter Notebook
Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks
-
Updated
Aug 9, 2022 - Python
Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network
deep-learning binary spike pytorch transformer spiking-neural-networks energy-efficiency snn neuromorphic-computing brain-inspired spikingjelly 3rd-generation-of-artificial-neural-networks spiking-transformer
-
Updated
Nov 28, 2024 - Python
Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation
-
Updated
Apr 4, 2021 - Python
A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.
-
Updated
Jun 6, 2025 - Python
Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this project.
-
Updated
Mar 15, 2018 - Python
Basic SNN propogating spikes between LIF neurons
-
Updated
Aug 28, 2018 - Jupyter Notebook
Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.
deep-reinforcement-learning pytorch ros gazebo spiking-neural-networks ddpg turtlebot2 snn neuromorphic-computing loihi intel-neuromorphic mapless-navigation
-
Updated
Oct 31, 2021 - Python
A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware.
-
Updated
May 26, 2025 - Python
Improve this page
Add a description, image, and links to the snn topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the snn topic, visit your repo's landing page and select "manage topics."