# EEG-Explanation-model

**Repository Path**: qiujinhao/EEG-Explanation-model

## Basic Information

- **Project Name**: EEG-Explanation-model
- **Description**: No description available
- **Primary Language**: Python
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 0
- **Created**: 2019-04-11
- **Last Updated**: 2023-03-06

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 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](http://www.bbci.de/competition/iv/)

## Result
<img src="https://github.com/OpenXAIProject/LRP-EEG/blob/master/Result.png"  width="500">

## License
[Apache License 2.0](https://github.com/OpenXAIProject/LRP-EEG/blob/master/LICENSE "Apache")

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

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# 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 <img align="right" src="http://xai.unist.ac.kr/static/img/logos/XAIC_logo.png" width=300px>

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

+ Web Site : <http://openXai.org>