Huawei-BIC / SpikeDHSLinks
This is the official code for our paper "Differentiable Hierarchical and Surrogate Gradient Search for Spiking Neural Networks, NeurIPS 2022, Spotlight"
☆14Updated last year
Alternatives and similar repositories for SpikeDHS
Users that are interested in SpikeDHS are comparing it to the libraries listed below
Sorting:
- ☆16Updated 2 years ago
- Pytorch implementation of ANN-SNN representation similarity analysis (TMLR 2023)☆14Updated 2 years ago
- ☆50Updated last year
- Deep Residual Learning in Spiking Neural Networks☆170Updated 3 years ago
- Create a new backward path for more accurate SNN gradients.☆16Updated 11 months ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆52Updated 2 years ago
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆51Updated 2 years ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆41Updated 2 years ago
- ☆55Updated last year
- SyOPs counter for spiking neural networks☆64Updated 2 years ago
- Membrane Potential Batch Normalization for Spiking Neural Networks☆19Updated last year
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆102Updated 8 months ago
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆188Updated last year
- Code for temporal efficient training☆63Updated 3 weeks ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆53Updated 4 months ago
- Neural Architecture Search for Spiking Neural Networks, ECCV2022☆68Updated 3 years ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆43Updated 2 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆63Updated last year
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagatio…☆41Updated last year
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024,Spotlight 3%)☆124Updated 7 months ago
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆75Updated 2 months ago
- ☆62Updated last year
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆56Updated last year
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆82Updated last year
- Spiking Global-Local Fusion Transformer☆19Updated 3 months ago
- Official repository of SpikeZIP-TF in ICML2024☆38Updated 8 months ago
- Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)☆26Updated last year
- ☆30Updated last year
- Joint A-SNN: Joint Training of Artificial and Spiking Neural Networks via Self-Distillation and Weight Factorization☆10Updated 2 years ago
- ☆25Updated 2 years ago