zhouchenlin2096 / Spikingformer-CMLLinks
Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation
☆39Updated last year
Alternatives and similar repositories for Spikingformer-CML
Users that are interested in Spikingformer-CML are comparing it to the libraries listed below
Sorting:
- Advancing Spiking Neural Networks towards Deep Residual Learning☆52Updated 3 months ago
- Spiking Global-Local Fusion Transformer☆19Updated 2 months ago
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆103Updated 7 months ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆51Updated 2 years ago
- [ICCV-23] Masked Spiking Transformer☆32Updated 4 months ago
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆56Updated last year
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆186Updated last year
- Deep Residual Learning in Spiking Neural Networks☆170Updated 2 years ago
- Codes of the paper: SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks (CVPR2024)☆61Updated 6 months ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆81Updated last year
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆74Updated last month
- Offical implementation of "Deep Directly-Trained Spiking Neural Networks for Object Detection" (ICCV2023)☆172Updated 2 months ago
- [AAAI-2024] HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors☆46Updated 2 months ago
- Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)☆27Updated last year
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆40Updated 2 years ago
- This is the official implementation of the 'SFOD: Spiking Fusion Object Detection'.☆34Updated last year
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024，Spotlight 3%)☆119Updated 6 months ago
- Repository code for the IJCNN 2022 paper "Object Detection with Spiking Neural Networks on Automotive Event Data"☆74Updated 2 years ago
- ☆50Updated last year
- ☆63Updated last year
- SyOPs counter for spiking neural networks☆63Updated 2 years ago
- Offical implementation of "Temporal-wise Attention Spiking Neural Networks for Event Streams Classification" (ICCV2021)☆19Updated last year
- ☆17Updated last year
- STSC-SNN: Spatio-Temporal Synaptic Connection with temporal convolution and attention for spiking neural networks☆23Updated 2 years ago
- Offical implementation of "Quantized Spike-driven Transformer" (ICLR2025)☆24Updated 3 months ago
- Offical implementation of High-Performance Temporal Reversible Spiking Neural Networks with $O(L)$ Training Memory and $O(1)$ Inference C…☆19Updated last month
- Awesome Spiking Neural Networks☆133Updated 3 months ago
- Create a new backward path for more accurate SNN gradients.☆16Updated 10 months ago
- Offical implementation of "Advancing Spiking Neural Networks towards Deep Residual Learning" (IEEE TNNLS 2024)☆12Updated last year
- This is the implementation of MLF & spiking DS-ResNet☆14Updated last year