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
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆51Updated 3 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆99Updated 3 years ago
- Spatio-temporal BP for SNNs☆215Updated 2 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆55Updated last year
- Paper list for SNN based computer vision tasks.☆122Updated 4 months ago
- Deep Residual Learning in Spiking Neural Networks☆157Updated 2 years ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆101Updated 2 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆84Updated last year
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆68Updated 9 months ago
- Spiking Convolutional Neural Networks☆65Updated 6 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆78Updated last year
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆17Updated 4 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
- Pytorch Implementation of Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion, IJCAI 2022☆22Updated 2 years ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆36Updated 2 years ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆73Updated 7 months ago
- ☆36Updated last year
- Repository code for the IJCNN 2021 paper "Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks"☆16Updated 2 years ago
- ☆50Updated 2 years ago
- BNTT - Frontiers in Neuroscience (2021)☆47Updated 3 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆28Updated 4 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆31Updated 4 months ago
- This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.☆25Updated 5 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆31Updated 6 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
- ☆49Updated last year
- ☆18Updated 2 years ago
- Official implementation of paper "Razor SNN: Efficient Spiking Neural Network with Temporal Embeddings", ICANN 2023.☆56Updated 4 years ago
- Implementation of Long Short Term Spiking NN☆39Updated 2 years ago
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆48Updated 2 years ago