VicenteAlex / DVS-Gesture-Chain
Implementation of the dataset defined in Spiking Neural Networks for event-based action recognition: A new task to understand their advantage
☆11Updated last year
Related projects ⓘ
Alternatives and complementary repositories for DVS-Gesture-Chain
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆96Updated 2 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆53Updated 11 months ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆123Updated 4 years ago
- Offical implementation of "Temporal-wise Attention Spiking Neural Networks for Event Streams Classification" (ICCV2021)☆17Updated last year
- Repository code for the IJCNN 2022 paper "Object Detection with Spiking Neural Networks on Automotive Event Data"☆67Updated last year
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆47Updated 7 months ago
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆81Updated last month
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆36Updated last year
- This repository contains code from our paper Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes, published in …☆19Updated 2 years ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆44Updated 8 months ago
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagatio…☆37Updated 4 months ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆64Updated 6 months ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆82Updated last year
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆46Updated 2 years ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆36Updated last year
- Spiking Global-Local Fusion Transformer☆14Updated this week
- ☆21Updated last year
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆49Updated last year
- ☆48Updated last year
- ☆13Updated 4 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆51Updated 3 years ago
- Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks☆34Updated 2 years ago
- [AAAI-2024] HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors☆36Updated 2 months ago
- [ICCV-23] Masked Spiking Transformer☆28Updated 11 months ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆68Updated 7 months ago
- This repository contains code from our paper "Backpropagation with Biologically Plausible Spatio-Temporal Adjustment For Training Deep Sp…☆32Updated 2 years ago
- This repo is the implementation of the spatio-temporal credit assignment (STCA) algorithm for training deep spiking neural networks.☆25Updated 5 years ago
- Optical Flow estimation from Event cameras and Spiking Neural Networks☆28Updated 6 months ago
- This is the implementation of MLF & spiking DS-ResNet☆11Updated 11 months ago
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆49Updated 7 months ago