zhouchenlin2096 / Spikingformer
Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network
☆87Updated last month
Alternatives and similar repositories for Spikingformer:
Users that are interested in Spikingformer are comparing it to the libraries listed below
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆50Updated 9 months ago
- Deep Residual Learning in Spiking Neural Networks☆157Updated 2 years ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆73Updated 7 months ago
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagatio…☆38Updated 6 months ago
- SyOPs counter for spiking neural networks☆56Updated last year
- Advancing Spiking Neural Networks towards Deep Residual Learning☆46Updated 10 months ago
- Awesome Spiking Neural Networks☆111Updated 7 months ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆37Updated last year
- ☆47Updated 11 months ago
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆156Updated 8 months ago
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024,Spotlight 3%)☆90Updated 2 weeks ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆50Updated last year
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆232Updated 10 months ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆55Updated last year
- ☆58Updated last year
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆101Updated 2 years ago
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆299Updated 11 months ago
- [ICCV-23] Masked Spiking Transformer☆29Updated last year
- Code for temporal efficient training☆57Updated 5 months ago
- Offical implementation of "Temporal-wise Attention Spiking Neural Networks for Event Streams Classification" (ICCV2021)☆18Updated last year
- Spiking Global-Local Fusion Transformer☆17Updated last month
- Code for "End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural Networks", ECCV 2024☆18Updated 2 months ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆36Updated 2 years ago
- Membrane Potential Batch Normalization for Spiking Neural Networks☆20Updated last year
- ☆16Updated last year
- ☆49Updated 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 "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)☆27Updated last year
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆48Updated 2 years ago
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks☆18Updated last year