A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks

This repository provides the source code for the tandem learning rule. The details of the tandem learning rule can be found at our arxiv paper click here.

Requirements

The code has been tested with python=3.6, pytorch=1.4.0, torchvision=0.2.1

Citation

If you find this toolkit useful, please consider citing following paper.

@article{tandemlearning,
  title={A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks},
  author={Wu, Jibin and Chua, Yansong and Zhang, Malu and Li, Guoqi and Li, Haizhou and Tan, Kay Chen},
  year={2021},
  publisher={IEEE},
  journal={IEEE Transactions on Neural Networks and Learning Systems},
}

Contact

For queries please contact jibin.wu@u.nus.edu