qymeng94 / SLTTLinks
[ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks
☆43Updated 2 years ago
Alternatives and similar repositories for SLTT
Users that are interested in SLTT are comparing it to the libraries listed below
Sorting:
- ☆55Updated last year
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆110Updated 3 years ago
- SyOPs counter for spiking neural networks☆64Updated 2 years ago
- Codes of the paper: Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework (ICLR2024)☆13Updated last year
- Code for temporal efficient training☆63Updated 3 weeks ago
- [NeurIPS 2024] Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation☆18Updated 6 months ago
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆51Updated 2 years ago
- Deep Residual Learning in Spiking Neural Networks☆170Updated 3 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆63Updated last year
- ☆18Updated last year
- Advancing Spiking Neural Networks towards Deep Residual Learning☆53Updated 4 months ago
- Code for paper "Optimal ANN-SNN conversion for high-accuracy and ultra-low-latency spiking neural networks"☆30Updated last year
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆56Updated last year
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆41Updated 2 years ago
- ☆25Updated 2 years ago
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆102Updated 8 months ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆82Updated last year
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks☆21Updated last year
- ☆62Updated last year
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆88Updated 2 years ago
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆75Updated 2 months ago
- ☆16Updated 2 years ago
- Awesome Spiking Neural Networks☆134Updated 4 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
- This project used STBP-tdBN method to directly train Deep Spiking Neural Networks from scratch with PyTorch☆35Updated 2 years ago
- ☆50Updated last year
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆52Updated 2 years ago
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago
- Offical implementation of "Adaptive Smoothing Gradient Learning for Spiking Neural Networks", ICML 2023☆22Updated last year
- STSC-SNN: Spatio-Temporal Synaptic Connection with temporal convolution and attention for spiking neural networks☆23Updated 2 years ago