Yanqi-Chen / Gradient-Rewiring
To appear in the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021).
☆27Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for Gradient-Rewiring
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆48Updated last year
- Exploring Lottery Ticket Hypothesis in Sparse Spiking Neural Networks (ECCV2022, oral presentation)☆32Updated 2 years ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆34Updated last year
- ☆47Updated last year
- Code for temporal efficient training☆54Updated 2 months ago
- Pytorch Implementation of Spiking Neural Networks Calibration, ICML 2021☆82Updated 6 months ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆53Updated 11 months ago
- Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks☆34Updated 2 years ago
- ☆28Updated last year
- Code for DCT_SNN, an input encoding scheme for SNNs using DCT☆15Updated 3 years ago
- BNTT - Frontiers in Neuroscience (2021)☆46Updated 2 years ago
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆46Updated 2 years ago
- Neural Architecture Search for Spiking Neural Networks, ECCV2022☆66Updated 2 years ago
- code for generating data set ES-ImageNet with corresponding training code☆29Updated 5 months ago
- ☆44Updated 9 months ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆78Updated last year
- Advancing Spiking Neural Networks towards Deep Residual Learning☆42Updated 8 months ago
- ☆48Updated last year
- An event-driven learning algorithm for spiking neural networks☆24Updated 5 months ago
- SyOPs counter for spiking neural networks☆49Updated last year
- [NeurIPS 2021] Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State☆28Updated 3 years ago
- ☆19Updated 2 years ago
- codes of the paper Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks (CVPR 2023)☆15Updated 2 months ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆94Updated 2 years ago
- Pytorch implementation of ANN-SNN representation similarity analysis (TMLR 2023)☆12Updated last year
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆68Updated 6 months ago
- ☆27Updated 3 years ago
- Official code of "AutoSNN: Towards Energy-Efficient Spiking Neural Networks," ICML22☆17Updated 2 years ago
- ☆15Updated 4 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆28Updated 3 years ago