SNN-Regularisation-Cutoff

Getting Started

To begin using this repo, clone this repository and follow the setup instructions below.

Installation

1. Clone the repo

git clone https://github.com/Dengyu-Wu/SNN-Regularisation-Cutoff.git

2. Install Pytorch

pip install -r requirements.txt 

Training and Evaluation

We provide training and evaluation scripts in scripts.

More detalis

For more details, please refer to the preprint.

@article{wu2023optimising,
  title={Optimising Event-Driven Spiking Neural Network with Regularisation and Cutoff},
  author={Wu, Dengyu and Jin, Gaojie and Yu, Han and Yi, Xinping and Huang, Xiaowei},
  journal={arXiv preprint arXiv:2301.09522},
  year={2023}
}