Windere / ASGL-SNNLinks
Offical implementation of "Adaptive Smoothing Gradient Learning for Spiking Neural Networks", ICML 2023
☆28Updated 2 years ago
Alternatives and similar repositories for ASGL-SNN
Users that are interested in ASGL-SNN are comparing it to the libraries listed below
Sorting:
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆46Updated 2 years ago
- Code for paper "Optimal ANN-SNN conversion for high-accuracy and ultra-low-latency spiking neural networks"☆41Updated 2 years ago
- ☆60Updated 2 years ago
- This project used STBP-tdBN method to directly train Deep Spiking Neural Networks from scratch with PyTorch☆36Updated 3 years ago
- 🔥 This repository compiles research papers (from top-tier conferences and journals) and code implementations in the field of Spiking Ne…☆419Updated last week
- Spatio-temporal BP for SNNs☆237Updated 3 years ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆117Updated 3 years ago
- The code for tuning Spiking Neural Network based on Biologically-plausible Reward Propagation☆12Updated 5 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆88Updated 2 years ago
- Collect important papers about snn☆32Updated 4 years ago
- Code for temporal efficient training☆72Updated 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 3 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆53Updated 4 years ago
- Spike-based artificial intelligence computing platform☆106Updated last year
- Update arXiv papers about Spiking Neural Networks daily.☆476Updated 3 weeks ago
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆54Updated 3 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆84Updated 2 years ago
- AAAI-2024 "TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling"☆24Updated last year
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago
- SyOPs counter for spiking neural networks☆72Updated 2 years ago
- ☆258Updated 4 years ago
- Offical implementation of "Temporal-wise Attention Spiking Neural Networks for Event Streams Classification" (ICCV2021)☆22Updated 2 years ago
- This repo is the implementation of the spatio-temporal credit assignment (STCA) algorithm for training deep spiking neural networks.☆28Updated 6 years ago
- ☆21Updated 2 years ago
- Deep Residual Learning in Spiking Neural Networks☆189Updated 3 years ago
- A paper list of spiking neural networks, including papers, codes, and related websites. 本仓库收集脉冲神经网络相关的顶会顶刊以及CNS论文和代码,正在持续更新中。☆696Updated last week
- Codes of the paper: Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework (ICLR2024)☆14Updated 3 months ago
- ☆25Updated 3 years ago
- ☆12Updated 3 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆67Updated 2 years ago