Thvnvtos / SNN-delays
Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]
☆56Updated 10 months ago
Alternatives and similar repositories for SNN-delays:
Users that are interested in SNN-delays are comparing it to the libraries listed below
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆79Updated 2 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆50Updated 2 years ago
- ☆40Updated last year
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆57Updated last year
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆28Updated last year
- BNTT - Frontiers in Neuroscience (2021)☆47Updated 3 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆85Updated last year
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆51Updated 3 years ago
- ☆47Updated last year
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆74Updated 9 months ago
- Deep Residual Learning in Spiking Neural Networks☆159Updated 2 years ago
- ☆50Updated last year
- Threshold annealing in binarized spiking neural networks☆14Updated 2 years ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆38Updated last year
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆93Updated 3 months ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆12Updated 2 years ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆104Updated 2 years ago
- ☆45Updated 2 years ago
- Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks☆34Updated 3 years ago
- ☆29Updated last year
- [CELL PATTERNS] Official repo of Noisy Spiking Neural Networks☆18Updated last year
- ☆29Updated 2 months ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆75Updated this week
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆50Updated 2 years ago
- Code for temporal efficient training☆59Updated 6 months ago
- SyOPs counter for spiking neural networks☆57Updated last year
- Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT☆27Updated 6 months ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆36Updated 2 years ago
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆51Updated 10 months ago
- Two-Compartment Leaky Integrate-and-Fire Model☆16Updated 6 months ago