Thvnvtos / SNN-delays
Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]
☆58Updated 11 months ago
Alternatives and similar repositories for SNN-delays:
Users that are interested in SNN-delays are comparing it to the libraries listed below
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆51Updated 2 years ago
- ☆44Updated last year
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆60Updated last year
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆81Updated 2 years ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆78Updated 11 months ago
- Threshold annealing in binarized spiking neural networks☆16Updated 2 years ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆29Updated last year
- ☆52Updated last year
- [CELL PATTERNS] Official repo of Noisy Spiking Neural Networks☆18Updated last year
- BNTT - Frontiers in Neuroscience (2021)☆47Updated 3 years ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆40Updated last year
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆106Updated 2 years ago
- ☆50Updated last year
- Deep Residual Learning in Spiking Neural Networks☆164Updated 2 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆51Updated 3 years ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆77Updated 2 weeks ago
- Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT☆27Updated 2 weeks ago
- PyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆28Updated 2 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆85Updated 2 years ago
- PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware☆37Updated 2 years ago
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆50Updated 2 years ago
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆95Updated 4 months ago
- Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks☆33Updated 3 years ago
- Neuron-Astrocyte Liquid State Machine☆18Updated 3 years ago
- Implementation of Long Short Term Spiking NN☆39Updated 2 years ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆12Updated 2 years ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆50Updated 2 weeks ago
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks☆20Updated last year
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆29Updated 4 years ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆37Updated 2 years ago