ZhangHanN1 / SGLFormer
Spiking Global-Local Fusion Transformer
☆16Updated 4 months ago
Alternatives and similar repositories for SGLFormer:
Users that are interested in SGLFormer are comparing it to the libraries listed below
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagatio…☆39Updated 8 months ago
- ☆17Updated last year
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆52Updated 11 months ago
- [ICCV-23] Masked Spiking Transformer☆31Updated 3 weeks ago
- Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)☆27Updated last year
- Advancing Spiking Neural Networks towards Deep Residual Learning☆48Updated last year
- Offical implementation of "Quantized Spike-driven Transformer" (ICLR2025)☆13Updated last week
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆51Updated 2 years ago
- STSC-SNN: Spatio-Temporal Synaptic Connection with temporal convolution and attention for spiking neural networks☆22Updated 2 years ago
- [Neurips 2023] Exploring Loss Functions for Time-based Training Strategy in Spiking Neural Networks☆14Updated last year
- Create a new backward path for more accurate SNN gradients.☆16Updated 7 months ago
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆51Updated this week
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆95Updated 4 months ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆37Updated 2 years ago
- Membrane Potential Batch Normalization for Spiking Neural Networks☆20Updated last year
- Offical implementation of High-Performance Temporal Reversible Spiking Neural Networks with $O(L)$ Training Memory and $O(1)$ Inference C…☆16Updated 5 months ago
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks☆19Updated last year
- [AAAI-2024] HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors☆39Updated 6 months ago
- Offical implementation of "Temporal-wise Attention Spiking Neural Networks for Event Streams Classification" (ICCV2021)☆18Updated last year
- Pytorch implementation of ANN-SNN representation similarity analysis (TMLR 2023)☆13Updated last year
- SyOPs counter for spiking neural networks☆55Updated last year
- Code for "End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural Networks", ECCV 2024☆24Updated 5 months ago
- Codes of the paper: SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks (CVPR2024)☆53Updated 3 months ago
- ☆60Updated last year
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆38Updated last year
- Joint A-SNN: Joint Training of Artificial and Spiking Neural Networks via Self-Distillation and Weight Factorization☆10Updated last year
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆167Updated 10 months ago
- ☆48Updated last year
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024,Spotlight 3%)☆102Updated 2 months ago
- Deep Residual Learning in Spiking Neural Networks☆161Updated 2 years ago