Article, 2024

EEG-Based Multimodal Emotion Recognition: A Machine Learning Perspective

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, ISSN 0018-9456, Volume 73, 10.1109/TIM.2024.3369130

Contributors

Liu, Huan [1] Lou, Tianyu [1] Zhang, Yuzhe [1] Wu, Yixiao [1] Xiao, Yang [2] Jensen, Christian S. [3] Zhang, Dalin (Corresponding author) [3]

Affiliations

  1. [1] Xi An Jiao Tong Univ, Sch Comp Sci & Technol, Xian 710049, Peoples R China
  2. [NORA names: China; Asia, East];
  3. [2] Xidian Univ, Sch Cyber Engn, Xian 710071, Peoples R China
  4. [NORA names: China; Asia, East];
  5. [3] Aalborg Univ, Dept Comp Sci, DK-9220 Aalborg, Denmark
  6. [NORA names: AAU Aalborg University; University; Denmark; Europe, EU; Nordic; OECD]

Abstract

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Keywords

Biomedical monitoring, Electroencephalography, Electroencephalography (EEG), Electromyography, Electrooculography, Emotion recognition, Physiology, Reviews, emotion recognition, machine learning, multimodal learning, multimodal physiological signal

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