xjtulyc / SNN_basic_task
☆41Updated 11 months ago
Related projects ⓘ
Alternatives and complementary repositories for SNN_basic_task
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆81Updated last year
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆51Updated 3 years ago
- Collect important papers about snn☆30Updated 3 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆97Updated 3 years ago
- Spatio-temporal BP for SNNs☆213Updated 2 years ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆123Updated 4 years ago
- Deep Residual Learning in Spiking Neural Networks☆149Updated 2 years ago
- Code for temporal efficient training☆56Updated 3 months ago
- STBP is a way to train SNN with datasets by Backward propagation.Using this Repositories allows you to train SNNS with STBP and quantize …☆26Updated 2 years ago
- ☆250Updated 3 years ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆95Updated 2 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆76Updated last year
- SyOPs counter for spiking neural networks☆49Updated last year
- ☆54Updated last year
- Code for paper "Optimal ANN-SNN conversion for high-accuracy and ultra-low-latency spiking neural networks"☆24Updated last year
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆68Updated 7 months ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆62Updated 6 months ago
- ☆48Updated last year
- Pytorch Implementation of Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion, IJCAI 2022☆22Updated last year
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆35Updated last year
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆81Updated last month
- Advancing Spiking Neural Networks towards Deep Residual Learning☆44Updated 8 months ago
- Official implementation of paper "Razor SNN: Efficient Spiking Neural Network with Temporal Embeddings", ICANN 2023.☆56Updated 3 years ago
- ☆42Updated 5 years ago
- 🔥 This repo collects top international conference papers, codes about Spiking Neural Networks. 本仓库收集了脉冲神经网络领域的顶会顶刊论文和代码,正在持续更新中。☆264Updated 3 weeks ago
- 🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.☆143Updated last month
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆53Updated 11 months ago
- Paper list for SNN based computer vision tasks.☆117Updated 2 months ago
- ☆28Updated last year
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆46Updated 2 years ago