EEG-based emotion recognition using self-organizing map for boundary detection

• Main Authors: Khosrowabadi, Reza, Quek, Hiok Chai, Abdul Rahman, Abdul Wahab, Ang, Kai Keng
• Format: Conference or Workshop Item
• Language: English
• Published: 2010
• Subjects: T Technology (General)
• Online Access: http://irep.iium.edu.my/38090/1/EEG-based_emotion_recognition_using_self-organizing_map_for_boundary_detection.pdf; http://irep.iium.edu.my/38090/; http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5597763

This paper presents an EEG-based emotion recognition system using self-organizing map for boundary detection. Features from EEG signals are classified by considering the subjects’ emotional responses using scores from SAM questionnaire. The selection of appropriate threshold levels for arousal and...