BICLab / MS-ResNet
Offical implementation of "Advancing Spiking Neural Networks towards Deep Residual Learning" (IEEE TNNLS 2024)
☆12Updated last year
Related projects ⓘ
Alternatives and complementary repositories for MS-ResNet
- Advancing Spiking Neural Networks towards Deep Residual Learning☆42Updated 8 months ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆60Updated 5 months ago
- ☆14Updated 10 months ago
- SyOPs counter for spiking neural networks☆49Updated last year
- Code for temporal efficient training☆54Updated 2 months ago
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆46Updated 2 years ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆35Updated last year
- ☆48Updated last year
- Deep Residual Learning in Spiking Neural Networks☆147Updated 2 years ago
- Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks☆34Updated 2 years ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆94Updated 2 years ago
- Offical implementation of "Temporal-wise Attention Spiking Neural Networks for Event Streams Classification" (ICCV2021)☆16Updated last year
- ☆28Updated last year
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆53Updated 11 months ago
- ☆44Updated 9 months ago
- ☆21Updated last year
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆78Updated last year
- Code for paper "Optimal ANN-SNN conversion for high-accuracy and ultra-low-latency spiking neural networks"☆24Updated last year
- ☆53Updated last year
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆48Updated last year
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆34Updated last year
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆136Updated 6 months 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
- Awesome Spiking Neural Networks☆100Updated 5 months ago
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆46Updated 6 months ago
- Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)☆25Updated 10 months ago
- STSC-SNN: Spatio-Temporal Synaptic Connection with temporal convolution and attention for spiking neural networks☆23Updated last year
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆78Updated last month
- Paper list for SNN based computer vision tasks.☆117Updated 2 months ago
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagatio…☆36Updated 4 months ago