npvoid / SparseSpikingBackprop
☆19Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for SparseSpikingBackprop
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆53Updated 11 months ago
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆46Updated 2 years ago
- Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks☆34Updated 2 years ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆49Updated last year
- ☆43Updated 2 years ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆36Updated last year
- BNTT - Frontiers in Neuroscience (2021)☆47Updated 3 years ago
- code for generating data set ES-ImageNet with corresponding training code☆29Updated 5 months ago
- ☆47Updated last year
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆95Updated 2 years ago
- ☆45Updated 10 months ago
- ☆28Updated last year
- Pytorch Implementation of Spiking Neural Networks Calibration, ICML 2021☆83Updated 6 months ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆28Updated 3 years ago
- Code for temporal efficient training☆56Updated 3 months ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆44Updated 8 months ago
- This repository contains code from our paper Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes, published in …☆19Updated 2 years ago
- Official code of "AutoSNN: Towards Energy-Efficient Spiking Neural Networks," ICML22☆17Updated 2 years ago
- Exploring Lottery Ticket Hypothesis in Sparse Spiking Neural Networks (ECCV2022, oral presentation)☆32Updated 2 years ago
- This repository contains code from our paper "Backpropagation with Biologically Plausible Spatio-Temporal Adjustment For Training Deep Sp…☆32Updated 2 years ago
- ☆48Updated last year
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆76Updated last year
- To appear in the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021).☆27Updated 3 years ago
- Neural Architecture Search for Spiking Neural Networks, ECCV2022☆66Updated 2 years ago
- ☆11Updated 2 years ago
- ☆15Updated last year
- ☆27Updated 3 years ago
- ☆36Updated 3 years ago
- ☆16Updated 3 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆97Updated 3 years ago