wangxiao5791509 / SNN_CV_Applications_Resources
Paper list for SNN based computer vision tasks.
☆109Updated last week
Related projects: ⓘ
- Deep Residual Learning in Spiking Neural Networks☆140Updated 2 years ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆90Updated 2 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆76Updated last year
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆119Updated 3 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆51Updated 9 months ago
- Awesome Spiking Neural Networks☆87Updated 3 months ago
- ☆47Updated last year
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆45Updated last year
- Optical Flow estimation from Event cameras and Spiking Neural Networks☆25Updated 4 months ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆54Updated 4 months ago
- Repository code for the IJCNN 2021 paper "Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks"☆15Updated 2 years ago
- Code for temporal efficient training☆50Updated last month
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆50Updated 3 years ago
- Repository code for the IJCNN 2022 paper "Object Detection with Spiking Neural Networks on Automotive Event Data"☆57Updated last year
- Advancing Spiking Neural Networks towards Deep Residual Learning☆37Updated 6 months ago
- ☆32Updated 9 months ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆94Updated 3 years ago
- code for generating data set ES-ImageNet with corresponding training code☆29Updated 3 months ago
- Offical implementation of "Temporal-wise Attention Spiking Neural Networks for Event Streams Classification" (ICCV2021)☆14Updated 11 months ago
- ☆26Updated 3 years ago
- SyOPs counter for spiking neural networks☆47Updated last year
- ☆28Updated 10 months ago
- Spatio-temporal BP for SNNs☆205Updated 2 years ago
- this repository cord my subscriptions in arxiv with spiking neural network, and [this](https://github.com/shenhaibo123/SNN_summaries) is …☆13Updated last year
- This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.☆24Updated 5 years ago
- Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks☆34Updated 2 years ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆32Updated last year
- Implementation of DOTIE - Detecting Objects through Temporal Isolation of Events using a Spiking Architecture☆23Updated 11 months ago
- STSC-SNN: Spatio-Temporal Synaptic Connection with temporal convolution and attention for spiking neural networks☆20Updated last year
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆47Updated last year