A novel deep learning model based on the ICA and Riemannian manifold for EEG-based emotion recognition.

Journal: Journal of neuroscience methods
Published Date: Jun 8, 2022

Abstract

BACKGROUND: The EEG-based emotion recognition is one of the primary research orientations in the field of emotional intelligence and human-computer interaction (HCI).

Authors

  • Minchao Wu
    Anhui Province Key Laboratory of Multimodal Cognitive Computation, School of Computer Science and Technology, Anhui University, Hefei 230601, China; Zhejiang Key Laboratory for Brain-Machine Collaborative Intelligence, Hangzhou Dianzi University, Hangzhou 310018, China.
  • Shiang Hu
    Anhui Province Key Laboratory of Multimodal Cognitive Computation, School of Computer Science and Technology, Anhui University, Hefei 230601, China.
  • Bing Wei
  • Zhao Lv
    School of Computer Science and Technology, Anhui University, Hefei 230601, China; Institute of Physical Science and Information Technology, Anhui University, Hefei 230601, China. Electronic address: kjlz@ahu.edu.cn.

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