zhouchenlin2096 / QKFormer
Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024，Spotlight 3%)
☆73Updated last week
Related projects ⓘ
Alternatives and complementary repositories for QKFormer
- 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
- 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
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆49Updated last year
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆220Updated 8 months ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆62Updated 6 months ago
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆46Updated 7 months ago
- ☆45Updated 10 months ago
- Awesome Spiking Neural Networks☆102Updated 6 months ago
- [ICCV-23] Masked Spiking Transformer☆27Updated 11 months ago
- Deep Residual Learning in Spiking Neural Networks☆149Updated 2 years ago
- SyOPs counter for spiking neural networks☆49Updated last year
- Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)☆25Updated 10 months ago
- Codes of the paper: SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks (CVPR2024)☆38Updated 6 months ago
- Spiking Global-Local Fusion Transformer☆14Updated 8 months ago
- ☆54Updated last year
- Offical implementation of "Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-effi…☆110Updated 2 weeks ago
- Offical implementation of "Deep Directly-Trained Spiking Neural Networks for Object Detection" (ICCV2023)☆150Updated last year
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆289Updated 9 months ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆35Updated last year
- Code for temporal efficient training☆56Updated 3 months ago
- [AAAI-2024] HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors☆36Updated last month
- code for generating data set ES-ImageNet with corresponding training code☆29Updated 5 months ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆53Updated 11 months ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆36Updated last year
- Membrane Potential Batch Normalization for Spiking Neural Networks☆19Updated last year
- 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
- Offical implementation of High-Performance Temporal Reversible Spiking Neural Networks with $O(L)$ Training Memory and $O(1)$ Inference C…☆10Updated last month
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks☆16Updated 11 months ago