Single-trial EEG emotion recognition using Granger Causality/Transfer Entropy analysis.

Journal: Journal of neuroscience methods
Published Date: Sep 6, 2020

Abstract

BACKGROUND: Emotion recognition has been studied for decades, but the classification accuracy needs to be improved.

Authors

  • Yunyuan Gao
    Intelligent Control and Robotics Institute, College of Automation, Hangzhou Dianzi University, Hangzhou, China. gyy@hdu.edu.cn.
  • Xiangkun Wang
    Intelligent Control and Robotics Institute, College of Automation, Hangzhou Dianzi University, Hangzhou, China.
  • Thomas Potter
    Department of Biomedical Engineering, University of Houston, Houston, TX 77204, USA.
  • Jianhai Zhang
    School of Computer Science and Technology, Dalian University of Technology, Dalian, China.
  • Yingchun Zhang
    Department of Biomedical Engineering, University of Houston, Houston, TX 77204, USA; Guangdong Provincial Work Injury Rehabilitation Center, Guangzhou 510000, China.

Keywords

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