TheBrainLab / Awesome-Spiking-Neural-NetworksView external linksLinks
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。
☆696Jan 28, 2026Updated 2 weeks ago
Alternatives and similar repositories for Awesome-Spiking-Neural-Networks
Users that are interested in Awesome-Spiking-Neural-Networks are comparing it to the libraries listed below
Sorting:
- Update arXiv papers about Spiking Neural Networks daily.☆476Jan 14, 2026Updated 3 weeks ago
- 🔥 This repository compiles research papers (from top-tier conferences and journals) and code implementations in the field of Spiking Ne…☆422Feb 6, 2026Updated last week
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024)☆139Jan 2, 2025Updated last year
- SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.☆1,900Updated this week
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆389Jan 23, 2024Updated 2 years ago
- Spikingformer: A Key Foundation Model for Spiking Neural Networks (AAAI 2026)☆125Nov 21, 2025Updated 2 months ago
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆301Mar 18, 2024Updated last year
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆217May 10, 2024Updated last year
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆44Dec 12, 2022Updated 3 years ago
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagatio…☆46Jul 2, 2024Updated last year
- Deep Residual Learning in Spiking Neural Networks☆189Aug 9, 2022Updated 3 years ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆88May 20, 2024Updated last year
- Code for temporal efficient training☆72Jul 16, 2025Updated 6 months ago
- [ICCV-23] Masked Spiking Transformer☆33Mar 1, 2025Updated 11 months ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆62Apr 3, 2025Updated 10 months ago
- Offical implementation of "Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-effi…☆224Jun 30, 2025Updated 7 months ago
- Deep and online learning with spiking neural networks in Python☆1,864Nov 4, 2025Updated 3 months ago
- [NeurIPS 2024] Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation☆19Jan 16, 2025Updated last year
- SyOPs counter for spiking neural networks☆72May 6, 2023Updated 2 years ago
- Codes of the paper: SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks (CVPR2024)☆73Dec 19, 2024Updated last year
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆54Feb 18, 2023Updated 2 years ago
- A curated list of materials for Spiking Neural Networks, 3rd generation of artificial neural networks.☆68Aug 19, 2022Updated 3 years ago
- The code of SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models☆21Apr 16, 2025Updated 9 months ago
- Offical implementation of "Deep Directly-Trained Spiking Neural Networks for Object Detection" (ICCV2023)☆186Apr 21, 2025Updated 9 months ago
- Neural Architecture Search for Spiking Neural Networks, ECCV2022☆73Jul 19, 2022Updated 3 years ago
- Paper list for SNN based computer vision tasks.☆130Sep 8, 2024Updated last year
- Intelligent-Computing-Lab-Panda / Exploring-Temporal-Information-Dynamics-in-Spiking-Neural-NetworksPyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆31Nov 25, 2022Updated 3 years ago
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆205Nov 4, 2023Updated 2 years ago
- ☆258May 8, 2021Updated 4 years ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆46Aug 2, 2023Updated 2 years ago
- ☆21Dec 14, 2023Updated 2 years ago
- ☆60Aug 31, 2023Updated 2 years ago
- Create a new backward path for more accurate SNN gradients.☆18Aug 19, 2024Updated last year
- SATA_Sim is an energy estimation framework for Backpropagation-Through-Time (BPTT) based Spiking Neural Networks (SNNs) training and infe…☆28Sep 23, 2024Updated last year
- ☆81Updated this week
- ☆17Feb 10, 2023Updated 3 years ago
- Pytorch implementation of ANN-SNN representation similarity analysis (TMLR 2023)☆14Apr 25, 2023Updated 2 years ago
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆63Apr 16, 2024Updated last year
- Simulation of spiking neural networks (SNNs) using PyTorch.☆1,654Updated this week