BICLab / Spike-Driven-Transformer-V2
Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips" (ICLR2024)
☆170Updated 10 months ago
Alternatives and similar repositories for Spike-Driven-Transformer-V2:
Users that are interested in Spike-Driven-Transformer-V2 are comparing it to the libraries listed below
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆243Updated last year
- Deep Residual Learning in Spiking Neural Networks☆161Updated 2 years ago
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024，Spotlight 3%)☆103Updated 3 months ago
- ☆48Updated last year
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆95Updated 4 months ago
- Awesome Spiking Neural Networks☆123Updated last week
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆317Updated last year
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆54Updated last week
- SyOPs counter for spiking neural networks☆55Updated last year
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆76Updated 10 months ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆49Updated last year
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆51Updated 2 years ago
- Offical implementation of "Deep Directly-Trained Spiking Neural Networks for Object Detection" (ICCV2023)☆170Updated last year
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagatio…☆39Updated 9 months ago
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆52Updated 11 months ago
- [ICCV-23] Masked Spiking Transformer☆31Updated last month
- Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)☆27Updated last year
- ☆60Updated last year
- Offical implementation of "Advancing Spiking Neural Networks towards Deep Residual Learning" (IEEE TNNLS 2024)☆13Updated last year
- Code for temporal efficient training☆60Updated 7 months ago
- ☆30Updated last year
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆107Updated 2 years ago
- ☆51Updated 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
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆38Updated last year
- Offical implementation of "Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-effi…☆158Updated 2 weeks ago
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆51Updated 2 years ago
- Offical implementation of "Temporal-wise Attention Spiking Neural Networks for Event Streams Classification" (ICCV2021)☆18Updated last year
- Update arXiv papers about Spiking Neural Networks daily.☆349Updated this week
- Joint A-SNN: Joint Training of Artificial and Spiking Neural Networks via Self-Distillation and Weight Factorization☆10Updated last year