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☆68Updated 2 years ago
- Code for temporal efficient training☆67Updated 4 months ago
- ☆57Updated 2 years ago
- Code for paper "Optimal ANN-SNN conversion for high-accuracy and ultra-low-latency spiking neural networks"☆33Updated 2 years ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆44Updated 2 years ago
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆53Updated 3 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆89Updated 2 years ago
- ☆25Updated 3 years ago
- Deep Residual Learning in Spiking Neural Networks☆185Updated 3 years ago
- ☆68Updated 2 years ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆87Updated last year
- 🔥 This repository compiles research papers (from top-tier conferences and journals) and code implementations in the field of Spiking Ne…☆400Updated last month
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆113Updated 3 years ago
- ☆16Updated 2 years ago
- ☆20Updated last year
- Collect important papers about snn☆32Updated 4 years ago
- ☆31Updated 2 years ago
- Offical implementation of "Adaptive Smoothing Gradient Learning for Spiking Neural Networks", ICML 2023☆27Updated 2 years ago
- AAAI-2024 "TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling"☆23Updated last year
- Spikingformer: A Key Foundation Model for Spiking Neural Networks (AAAI 2026)☆114Updated 2 weeks ago
- This project used STBP-tdBN method to directly train Deep Spiking Neural Networks from scratch with PyTorch☆36Updated 2 years ago
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆86Updated 6 months ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆60Updated 8 months ago
- STSC-SNN: Spatio-Temporal Synaptic Connection with temporal convolution and attention for spiking neural networks☆23Updated 2 years ago
- This repository contains code from our paper "Backpropagation with Biologically Plausible Spatio-Temporal Adjustment For Training Deep Sp…☆32Updated 3 years ago
- ☆55Updated last year
- [NeurIPS 2024] Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation☆19Updated 10 months ago
- Awesome Spiking Neural Networks☆141Updated 8 months ago
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆60Updated last year
- Codes of the paper: Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework (ICLR2024)☆14Updated last month