Intelligent-Computing-Lab-Yale / NDA_SNN
Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.
☆36Updated 2 years ago
Alternatives and similar repositories for NDA_SNN:
Users that are interested in NDA_SNN are comparing it to the libraries listed below
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆50Updated last year
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆56Updated last year
- PyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆26Updated 2 years ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆46Updated 11 months ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆37Updated last year
- Neural Architecture Search for Spiking Neural Networks, ECCV2022☆66Updated 2 years ago
- Exploring Lottery Ticket Hypothesis in Sparse Spiking Neural Networks (ECCV2022, oral presentation)☆33Updated 2 years ago
- ☆49Updated last year
- code for generating data set ES-ImageNet with corresponding training code☆29Updated 7 months ago
- BNTT - Frontiers in Neuroscience (2021)☆47Updated 3 years ago
- ☆50Updated 2 years ago
- Official code of "AutoSNN: Towards Energy-Efficient Spiking Neural Networks," ICML22☆17Updated 2 years ago
- ☆28Updated last year
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆51Updated 9 months ago
- ☆13Updated 3 years ago
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆48Updated 2 years ago
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagatio…☆38Updated 6 months ago
- Membrane Potential Batch Normalization for Spiking Neural Networks☆20Updated last year
- Code for temporal efficient training☆57Updated 5 months ago
- Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks☆34Updated 3 years ago
- Pytorch Implementation of Spiking Neural Networks Calibration, ICML 2021☆85Updated 8 months ago
- Deep Residual Learning in Spiking Neural Networks☆158Updated 2 years ago
- ☆23Updated 2 years ago
- STSC-SNN: Spatio-Temporal Synaptic Connection with temporal convolution and attention for spiking neural networks☆22Updated 2 years ago
- SyOPs counter for spiking neural networks☆56Updated last year
- Create a new backward path for more accurate SNN gradients.☆15Updated 5 months ago
- ☆47Updated last year
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆102Updated 2 years ago
- ☆15Updated last year
- ☆16Updated last year