EEG emotion recognition system

• Main Authors: Ma, Li Ya, Quek, Chai, Teo, Kaixiang, Abdul Rahman, Abdul Wahab, Abut, Huseyin
• Format: Book Chapter
• Language: English
• Published: Springer US 2009
• Subjects: T Technology (General)
• Online Access: http://irep.iium.edu.my/38152/1/EEG_Emotion_Recognition_System.pdf; http://irep.iium.edu.my/38152/; http://link.springer.com/chapter/10.1007%2F978-0-387-79582-9_10
• Institution: Universiti Islam Antarabangsa Malaysia

This chapter proposes an emotion recognition system based on time domain analysis of the bio-signals for emotion features extraction. Three different types of emotions (happy, relax and sad) are classified and results are compared using five different algorithms based on RVM, MLP, DT, SVM and Bayesi...