Jackn0 / must-read-papers-on-snnLinks
Collect important papers about snn
☆32Updated 4 years ago
Alternatives and similar repositories for must-read-papers-on-snn
Users that are interested in must-read-papers-on-snn are comparing it to the libraries listed below
Sorting:
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆90Updated 2 years ago
- Code for paper "Optimal ANN-SNN conversion for high-accuracy and ultra-low-latency spiking neural networks"☆32Updated 2 years ago
- ☆57Updated 2 years ago
- Spatio-temporal BP for SNNs☆232Updated 3 years ago
- SyOPs counter for spiking neural networks☆68Updated 2 years ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆112Updated 3 years ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆43Updated 2 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Updated 4 years ago
- ☆31Updated 2 years ago
- ☆255Updated 4 years ago
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆53Updated 3 years ago
- Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks☆33Updated 3 years ago
- Deep Residual Learning in Spiking Neural Networks☆184Updated 3 years ago
- 🔥 This repository compiles research papers (from top-tier conferences and journals) and code implementations in the field of Spiking Ne…☆396Updated last month
- STBP is a way to train SNN with datasets by Backward propagation.Using this Repositories allows you to train SNNS with STBP and quantize …☆30Updated 3 years ago
- Code for temporal efficient training☆67Updated 4 months ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆65Updated last year
- 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 3 years ago
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆83Updated 2 years ago
- Awesome Spiking Neural Networks☆140Updated 7 months ago
- ☆29Updated 4 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆52Updated 4 years ago
- 🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.☆215Updated last year
- Update arXiv papers about Spiking Neural Networks daily.☆436Updated this week
- [NeurIPS 2024] Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation☆19Updated 10 months ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆87Updated last year
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆44Updated 2 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆72Updated last year
- Advancing Spiking Neural Networks towards Deep Residual Learning☆59Updated 7 months ago