https://github.com/deepspike/tandem_learning

The source code for the paper entitled "A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks"
https://github.com/deepspike/tandem_learning

Last synced: 3 months ago
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The source code for the paper entitled "A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks"

• Host: GitHub
• URL: https://github.com/deepspike/tandem_learning
• Owner: deepspike
• License: gpl-3.0
• Created: 2021-07-04T02:42:26.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-07-04T07:46:16.000Z (over 3 years ago)
• Last Synced: 2024-08-03T01:38:27.393Z (6 months ago)
• Language: Python
• Size: 32.2 KB
• Stars: 12
• Watchers: 2
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# 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](https://arxiv.org/abs/1907.01167).

## 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 [email protected]