BICLab / ASA-SNN
Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)
☆27Updated last year
Alternatives and similar repositories for ASA-SNN:
Users that are interested in ASA-SNN are comparing it to the libraries listed below
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆51Updated 2 years ago
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagatio…☆39Updated 10 months ago
- [ICCV-23] Masked Spiking Transformer☆32Updated 2 months ago
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆62Updated last month
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆54Updated last year
- Advancing Spiking Neural Networks towards Deep Residual Learning☆51Updated last month
- Spiking Global-Local Fusion Transformer☆18Updated last week
- SyOPs counter for spiking neural networks☆58Updated 2 years ago
- ☆51Updated last year
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆37Updated 2 years ago
- Offical implementation of High-Performance Temporal Reversible Spiking Neural Networks with $O(L)$ Training Memory and $O(1)$ Inference C…☆18Updated this week
- Code for "End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural Networks", ECCV 2024☆26Updated 6 months ago
- This repository contains code from our paper Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes, published in …☆20Updated 3 years ago
- Membrane Potential Batch Normalization for Spiking Neural Networks☆19Updated last year
- Offical implementation of "Quantized Spike-driven Transformer" (ICLR2025)☆21Updated last month
- ☆15Updated 2 years ago
- Pytorch implementation of ANN-SNN representation similarity analysis (TMLR 2023)☆13Updated 2 years ago
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆178Updated last year
- ☆22Updated 3 months ago
- Codes of the paper: SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks (CVPR2024)☆54Updated 4 months ago
- Code for temporal efficient training☆61Updated 8 months ago
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆98Updated 5 months ago
- code for generating data set ES-ImageNet with corresponding training code☆31Updated 11 months ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆79Updated 11 months ago
- ☆17Updated last year
- Repository code for the IJCNN 2022 paper "Object Detection with Spiking Neural Networks on Automotive Event Data"☆73Updated 2 years ago
- Offical implementation of "Advancing Spiking Neural Networks towards Deep Residual Learning" (IEEE TNNLS 2024)☆13Updated last year
- [Neurips 2023] Exploring Loss Functions for Time-based Training Strategy in Spiking Neural Networks☆15Updated last year
- Official code of "AutoSNN: Towards Energy-Efficient Spiking Neural Networks," ICML22☆18Updated 2 years ago
- Offical implementation of "Temporal-wise Attention Spiking Neural Networks for Event Streams Classification" (ICCV2021)☆18Updated last year