xyshi2000 / SpikingResformer
Codes of the paper: SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks (CVPR2024)
☆38Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for SpikingResformer
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagatio…☆37Updated 4 months ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆49Updated last year
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆46Updated 7 months ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆44Updated 8 months ago
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024,Spotlight 3%)☆73Updated last week
- [ICCV-23] Masked Spiking Transformer☆27Updated 11 months ago
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆81Updated last month
- Membrane Potential Batch Normalization for Spiking Neural Networks☆19Updated last year
- Create a new backward path for more accurate SNN gradients.☆13Updated 3 months ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆36Updated last year
- Spiking Global-Local Fusion Transformer☆14Updated 8 months ago
- Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)☆25Updated 10 months ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆62Updated 6 months ago
- ☆15Updated 11 months ago
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆139Updated 6 months ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆35Updated last year
- [Neurips 2023] Exploring Loss Functions for Time-based Training Strategy in Spiking Neural Networks☆12Updated 11 months ago
- Offical implementation of High-Performance Temporal Reversible Spiking Neural Networks with $O(L)$ Training Memory and $O(1)$ Inference C…☆10Updated last month
- Deep Residual Learning in Spiking Neural Networks☆149Updated 2 years ago
- ☆45Updated 10 months ago
- PyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆22Updated last year
- SyOPs counter for spiking neural networks☆49Updated last year
- This is the official code for our paper "Differentiable Hierarchical and Surrogate Gradient Search for Spiking Neural Networks, NeurIPS 2…☆14Updated last year
- STSC-SNN: Spatio-Temporal Synaptic Connection with temporal convolution and attention for spiking neural networks☆23Updated last year
- [AAAI-2024] HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors☆36Updated last month
- This repository contains code from our paper Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes, published in …☆19Updated 2 years ago
- ☆54Updated last year
- Pytorch implementation of ANN-SNN representation similarity analysis (TMLR 2023)☆12Updated last year
- Pytorch implementation of SEENN (Spiking Early Exit Neural Networks) (NeurIPS 2023)☆11Updated this week
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks☆16Updated 11 months ago