Research Progress of EEG-Based Emotion Recognition: A Survey

• Published in: ACM computing surveys Vol. 56; no. 11; pp. 1 - 49
• Main Authors: Wang, Yiming, Zhang, Bin, Di, Lamei
• Format: Journal Article
• Language: English
• Published: New York, NY ACM 01.11.2024; Association for Computing Machinery
• Subjects: Artificial intelligence; Computing methodologies; Electroencephalography; Emotion recognition; Emotional intelligence; Emotions; Human computer interaction (HCI); Human-centered computing; Knowledge management; Motion perception; feature analysis; overfitting; multimodal; emotion recognition; EEG; physiological knowledge finding

Emotion recognition based on electroencephalography (EEG) signals has emerged as a prominent research field, facilitating objective evaluation of diseases like depression and motion detection for heathy people. Starting from the basic concepts of temporal-frequency-spatial features in EEG and the me...