TheBrainLab / Awesome-Spiking-Neural-NetworksLinks
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。
☆665Updated 3 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.☆458Updated this week
- 🔥 This repository compiles research papers (from top-tier conferences and journals) and code implementations in the field of Spiking Ne…☆404Updated 2 months ago
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆379Updated last year
- Awesome Spiking Neural Networks☆141Updated 9 months ago
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆296Updated last year
- 🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.☆223Updated last year
- Spikingformer: A Key Foundation Model for Spiking Neural Networks (AAAI 2026)☆119Updated last month
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆208Updated last year
- SyOPs counter for spiking neural networks☆70Updated 2 years ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆44Updated 2 years ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆87Updated last year
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆116Updated 3 years ago
- Deep Residual Learning in Spiking Neural Networks☆186Updated 3 years ago
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024)☆136Updated 11 months ago
- ☆68Updated 2 years ago
- Offical implementation of "Adaptive Smoothing Gradient Learning for Spiking Neural Networks", ICML 2023☆28Updated 2 years ago
- Collect important papers about snn☆32Updated 4 years ago
- AAAI-2024 "TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling"☆23Updated last year
- Spatio-temporal BP for SNNs☆233Updated 3 years ago
- 该仓库主要收录了顶会中SNN领域的一些论文,论文内容与代理梯度和ANN-SNN转换相关。☆18Updated 3 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆88Updated 2 years ago
- Code for temporal efficient training☆69Updated 5 months ago
- ☆256Updated 4 years ago
- Paper list for SNN based computer vision tasks.☆131Updated last year
- ☆58Updated 2 years ago
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆88Updated 7 months ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆67Updated 2 years ago
- Code for paper "Optimal ANN-SNN conversion for high-accuracy and ultra-low-latency spiking neural networks"☆36Updated 2 years ago
- ☆55Updated last year
- This project used STBP-tdBN method to directly train Deep Spiking Neural Networks from scratch with PyTorch☆36Updated 2 years ago