lyh983012 / SNN-ANN-Pretrain
official pytorch implements for the experiments of paper "Rethinking Pretraining as a Bridge from ANNs to SNNs"
☆12Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for SNN-ANN-Pretrain
- code for generating data set ES-ImageNet with corresponding training code☆29Updated 5 months ago
- DRL with population coded spiking neural network for optimal and energy-efficient continuous control.☆50Updated 2 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆53Updated 11 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
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆95Updated 2 years ago
- ☆27Updated 3 years ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆44Updated 8 months ago
- ☆36Updated 11 months ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆49Updated last year
- Stereo depth estimation with Spiking Neural Networks (SNN) on Dynamic Vision Sensor (DVS) data☆43Updated last year
- ☆18Updated 2 years ago
- Paper list for SNN based computer vision tasks.☆117Updated 2 months ago
- ☆12Updated 2 years ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆62Updated 6 months ago
- A spiking graph neural network for event-based learning☆45Updated 3 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆11Updated 3 years ago
- Repository code for the IJCNN 2021 paper "Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks"☆16Updated 2 years ago
- An event-driven learning algorithm for spiking neural networks☆24Updated 6 months ago
- ☆48Updated last year
- ☆28Updated last year
- ☆47Updated last year
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆123Updated 4 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
- Deep Residual Learning in Spiking Neural Networks☆149Updated 2 years ago
- [NeurIPS 2021] Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State☆28Updated 3 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆81Updated last year
- End-to-End Autonomous Driving with Spiking Neural Networks☆48Updated 5 months ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆76Updated last year
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆36Updated last year
- Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.☆69Updated 3 years ago