zju-bmi-lab / Fast-SNN
☆58Updated last year
Alternatives and similar repositories for Fast-SNN:
Users that are interested in Fast-SNN are comparing it to the libraries listed below
- SyOPs counter for spiking neural networks☆56Updated last year
- Advancing Spiking Neural Networks towards Deep Residual Learning☆47Updated 11 months ago
- ☆16Updated last year
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆32Updated last week
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆37Updated last year
- Code for temporal efficient training☆57Updated 6 months ago
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagatio…☆39Updated 7 months ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆73Updated 9 months ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆50Updated 2 years ago
- Deep Residual Learning in Spiking Neural Networks☆158Updated 2 years ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆36Updated 2 years ago
- Code for paper "Optimal ANN-SNN conversion for high-accuracy and ultra-low-latency spiking neural networks"☆24Updated last year
- ☆49Updated last year
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆160Updated 9 months ago
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024，Spotlight 3%)☆97Updated last month
- Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)☆27Updated last year
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆51Updated 10 months ago
- Offical implementation of "Temporal-wise Attention Spiking Neural Networks for Event Streams Classification" (ICCV2021)☆18Updated last year
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆49Updated 2 years ago
- Joint A-SNN: Joint Training of Artificial and Spiking Neural Networks via Self-Distillation and Weight Factorization☆10Updated last year
- ☆47Updated last year
- Codes of the paper: Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework (ICLR2024)☆10Updated 11 months ago
- Code for "End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural Networks", ECCV 2024☆20Updated 3 months ago
- Awesome Spiking Neural Networks☆117Updated 9 months ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆103Updated 2 years ago
- STSC-SNN: Spatio-Temporal Synaptic Connection with temporal convolution and attention for spiking neural networks☆22Updated 2 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆56Updated last year
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆91Updated 2 months ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆85Updated last year
- Repository code for the IJCNN 2022 paper "Object Detection with Spiking Neural Networks on Automotive Event Data"☆71Updated last year