SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.
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Nov 24, 2025 - Python
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snn
Here are 182 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
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Nov 4, 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
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May 31, 2025
Simulation of spiking neural networks (SNNs) using PyTorch.
machine-learning reinforcement-learning simulation dynamic pytorch neurons spiking-neural-networks gpu-computing synapse snn stdp
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Nov 7, 2025 - Python
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以及CNS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
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Nov 1, 2025
🔥 This repository compiles research papers (from top-tier conferences and journals) and code implementations in the field of Spiking Neural Networks (SNNs). 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
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Oct 14, 2025 - HTML
A list of neuromorphic software projects
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Jul 12, 2025
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
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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
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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
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Oct 22, 2020 - Python
Spyx: Spiking Neural Networks in JAX
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Nov 19, 2025 - Jupyter Notebook
Spikingformer: A Key Foundation Model for Spiking Neural Networks (AAAI 2026)
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
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Nov 21, 2025 - Python
Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks
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Aug 9, 2022 - Python
A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.
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Nov 27, 2025 - Python
Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation
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Apr 4, 2021 - Python
FPGA based Leaky Integrate and Fire (LIF) neuron model accelerator for PyTorch
hls computational-neuroscience verilog xilinx spiking-neural-networks vivado pynq verilog-hdl snn neuromorphic-computing leaky-integrate-and-fire-neuron lif-neuron spiking-neural-network vitis leaky-integrate-and-fire-model lif-model
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Nov 4, 2025 - Verilog
Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this project.
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Mar 15, 2018 - Python
Basic SNN propogating spikes between LIF neurons
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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
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Oct 31, 2021 - Python
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