zhouchenlin2096 / Spikingformer
Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network
☆81Updated last month
Related projects ⓘ
Alternatives and complementary repositories for Spikingformer
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagatio…☆37Updated 4 months ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆64Updated 6 months ago
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆47Updated 7 months ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆36Updated last year
- Deep Residual Learning in Spiking Neural Networks☆149Updated 2 years ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆44Updated 8 months ago
- SyOPs counter for spiking neural networks☆50Updated last year
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024，Spotlight 3%)☆74Updated last week
- Awesome Spiking Neural Networks☆102Updated 6 months ago
- [ICCV-23] Masked Spiking Transformer☆28Updated 11 months ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆53Updated 11 months ago
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆140Updated 6 months ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆49Updated last year
- ☆45Updated 10 months ago
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆221Updated 8 months ago
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆289Updated 10 months ago
- Spiking Global-Local Fusion Transformer☆14Updated this week
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆96Updated 2 years ago
- ☆48Updated last year
- ☆54Updated last year
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆82Updated last year
- Code for temporal efficient training☆57Updated 3 months ago
- Offical implementation of "Temporal-wise Attention Spiking Neural Networks for Event Streams Classification" (ICCV2021)☆17Updated last year
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆36Updated last year
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆46Updated 2 years ago
- Membrane Potential Batch Normalization for Spiking Neural Networks☆19Updated last year
- ☆15Updated 11 months ago
- PyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆24Updated 2 years ago
- Code for paper "Optimal ANN-SNN conversion for high-accuracy and ultra-low-latency spiking neural networks"☆24Updated last year
- Codes of the paper: SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks (CVPR2024)☆38Updated 6 months ago