Huawei-BIC / SpikeDHS
This is the official code for our paper "Differentiable Hierarchical and Surrogate Gradient Search for Spiking Neural Networks, NeurIPS 2022, Spotlight"
☆13Updated last year
Related projects ⓘ
Alternatives and complementary repositories for SpikeDHS
- Advancing Spiking Neural Networks towards Deep Residual Learning☆42Updated 8 months ago
- ☆44Updated 9 months ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆48Updated last year
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆35Updated last year
- Create a new backward path for more accurate SNN gradients.☆13Updated 2 months ago
- ☆13Updated last year
- SyOPs counter for spiking neural networks☆49Updated last year
- Code for temporal efficient training☆54Updated 2 months ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆60Updated 5 months ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆34Updated last year
- Membrane Potential Batch Normalization for Spiking Neural Networks☆19Updated last year
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆53Updated 11 months ago
- ☆48Updated last year
- Deep Residual Learning in Spiking Neural Networks☆147Updated 2 years ago
- ☆53Updated last year
- ☆21Updated last year
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆46Updated 6 months ago
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024,Spotlight 3%)☆71Updated 3 weeks ago
- Pytorch implementation of ANN-SNN representation similarity analysis (TMLR 2023)☆12Updated last year
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆46Updated 2 years ago
- ☆14Updated 10 months ago
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆78Updated last month
- ☆28Updated last year
- Neural Architecture Search for Spiking Neural Networks, ECCV2022☆66Updated 2 years ago
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagatio…☆36Updated 4 months ago
- PyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆22Updated last year
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆136Updated 5 months ago
- Exploring Lottery Ticket Hypothesis in Sparse Spiking Neural Networks (ECCV2022, oral presentation)☆32Updated 2 years ago
- Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)☆25Updated 10 months ago
- Offical implementation of "Temporal-wise Attention Spiking Neural Networks for Event Streams Classification" (ICCV2021)☆16Updated last year