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

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CNN based LRP Method For EEG Classification and Visualization

CONTENT

Convolutional neural network (CNN) based layerwise relevance propagation (LRP) method for classifying and visualizing electroencephalography (EEG) signal

Reference

heatmapping.org

XAI Project

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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  • Python 90.6%
  • MATLAB 9.4%