yfguo91 / Awesome-Spiking-Neural-Networks
Awesome Spiking Neural Networks
☆102Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for Awesome-Spiking-Neural-Networks
- Deep Residual Learning in Spiking Neural Networks☆149Updated 2 years ago
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆139Updated 6 months ago
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆81Updated last month
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆62Updated 6 months ago
- SyOPs counter for spiking neural networks☆49Updated last year
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆95Updated 2 years ago
- 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。☆266Updated last week
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆49Updated last year
- Code for temporal efficient training☆56Updated 3 months ago
- ☆45Updated 10 months ago
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024,Spotlight 3%)☆73Updated last week
- ☆48Updated last year
- Paper list for SNN based computer vision tasks.☆117Updated 2 months ago
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆46Updated 2 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆53Updated 11 months ago
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagatio…☆37Updated 4 months ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆44Updated 8 months ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆81Updated last year
- ☆28Updated last year
- ☆54Updated last year
- Update arXiv papers about Spiking Neural Networks daily.☆292Updated this week
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆220Updated 8 months ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆35Updated last year
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆36Updated last year
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆289Updated 9 months ago
- Collect important papers about snn☆30Updated 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 2 years ago
- 🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.☆143Updated last month
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆46Updated 7 months ago
- Spatio-temporal BP for SNNs☆213Updated 2 years ago