c3-yang-song / error-correcting-neural-netwoks

Tensorflow Implementation of Error Correcting Neural Network (ECNN)

This library provides ECNN implemented in Tensorflow, see reference [1].

Access to our generated code matrices

https://drive.google.com/drive/folders/1tSMJQfcs9wyMz2XZBwAzBk0YCi4mhQfs?usp=sharing

References

[1] Y. Song, Q. Kang, and W. P. Tay, "Error-correcting output codes with ensemble diversity for robust learning in neural networks." AAAI Conference on Artificial Intelligence. 2021. [arxiv]

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If you found this library useful in your research, please consider citing.

@article{song2021ecnn,
  title={Error-correcting output codes with ensemble diversity for robust learning in neural networks},
  author={Song, Yang and Kang, Qiyu and Tay, Wee Peng},
  journal={AAAI Conference on Artificial Intelligence},
  year={2021}
}