ppppps / SNN-learning-methods-papersLinks
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
Alternatives and similar repositories for SNN-learning-methods-papers
Users that are interested in SNN-learning-methods-papers are comparing it to the libraries listed below
Sorting:
- SyOPs counter for spiking neural networks☆72Updated 2 years ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆46Updated 2 years ago
- ☆60Updated 2 years ago
- Code for temporal efficient training☆72Updated 6 months ago
- Code for paper "Optimal ANN-SNN conversion for high-accuracy and ultra-low-latency spiking neural networks"☆41Updated 2 years ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆117Updated 3 years ago
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆54Updated 3 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆88Updated 2 years ago
- ☆17Updated 2 years ago
- 🔥 This repository compiles research papers (from top-tier conferences and journals) and code implementations in the field of Spiking Ne…☆419Updated this week
- ☆31Updated 2 years ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆88Updated last year
- Deep Residual Learning in Spiking Neural Networks☆189Updated 3 years ago
- ☆25Updated 3 years ago
- Collect important papers about snn☆32Updated 4 years ago
- Spikingformer: A Key Foundation Model for Spiking Neural Networks (AAAI 2026)☆125Updated 2 months ago
- ☆69Updated 2 years ago
- Codes of the paper: Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework (ICLR2024)☆14Updated 3 months ago
- STSC-SNN: Spatio-Temporal Synaptic Connection with temporal convolution and attention for spiking neural networks☆23Updated 3 years ago
- ☆20Updated 2 years ago
- Offical implementation of "Temporal-wise Attention Spiking Neural Networks for Event Streams Classification" (ICCV2021)☆22Updated 2 years ago
- ☆57Updated 2 years ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆62Updated 10 months ago
- Awesome Spiking Neural Networks☆145Updated 10 months ago
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆91Updated 8 months ago
- AAAI-2024 "TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling"☆23Updated last year
- Spatio-temporal BP for SNNs☆237Updated 3 years ago
- This project used STBP-tdBN method to directly train Deep Spiking Neural Networks from scratch with PyTorch☆36Updated 3 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆53Updated 4 years ago
- This repository contains code from our paper "Backpropagation with Biologically Plausible Spatio-Temporal Adjustment For Training Deep Sp…☆32Updated 3 years ago