aa-samad / conv_snn
Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper
☆125Updated 4 years ago
Alternatives and similar repositories for conv_snn:
Users that are interested in conv_snn are comparing it to the libraries listed below
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆100Updated 3 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆68Updated 11 months ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆52Updated 3 years ago
- Spiking Convolutional Neural Networks☆67Updated 6 years ago
- Paper list for SNN based computer vision tasks.☆124Updated 6 months ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆107Updated 2 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆59Updated last year
- Spatio-temporal BP for SNNs☆223Updated 2 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆79Updated 2 years ago
- Deep Residual Learning in Spiking Neural Networks☆161Updated 2 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆85Updated last year
- Python code for event based vision☆64Updated 5 years ago
- ☆36Updated 3 years ago
- 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
- Implementation of Long Short Term Spiking NN☆39Updated 2 years ago
- ☆42Updated 5 years ago
- construct a spiking neural network☆23Updated 6 years ago
- ☆37Updated last year
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆75Updated 10 months ago
- ☆45Updated 2 years ago
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆23Updated 2 years ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆47Updated 4 years ago
- Optical Flow estimation from Event cameras and Spiking Neural Networks☆28Updated 10 months ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆18Updated 4 years ago
- ☆33Updated 5 years ago
- BNTT - Frontiers in Neuroscience (2021)☆47Updated 3 years ago
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆51Updated 2 years ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆49Updated last year
- This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.☆25Updated 5 years ago