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Classification and Explanation Model of EEG Brain Signal based on Deep Learning Model

Python and matlab implementation for the classification and explanation of EEG brain signal based on CNN model.

Dataset Reference

For more detailed information and download, please refer to the official website of BCI Competition dataset

Result

License

Apache License 2.0

Contacts

If you have any question, please contact Ji-Seon Bang (js_bang@korea.ac.kr).



XAI Project

This work was supported by Institute for Information & Communications Technology Promotion(IITP) grant funded by the Korea government(MSIT) (No.2017-0-01779, A machine learning and statistical inference framework for explainable artificial intelligence)

  • Project Name : A machine learning and statistical inference framework for explainable artificial intelligence(의사결정 이유를 설명할 수 있는 인간 수준의 학습·추론 프레임워크 개발)

  • Managed by Ministry of Science and ICT/XAIC

  • Participated Affiliation : UNIST, Korea Univ., Yonsei Univ., KAIST, AItrics

  • Web Site : http://openXai.org

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Classification and Explanation Model of Brain Signal based on Deep Learning Model

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