EEG emotion recognition based on the dimensional models of emotions

• Main Authors: Othman, Marini, Abdul Rahman, Abdul Wahab, Karim, Izzah, Dzulkifli, Mariam Adawiah, Taha, Imad
• Format: Article
• Language: English
• Published: Elsevier 2013
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://irep.iium.edu.my/34903/1/EEG_emotion_recognition_based_on_the_dimensional_models_of.pdf; http://irep.iium.edu.my/34903/; http://dx.doi.org/10.1016/j.sbspro.2013.10.201

In this paper, we propose a method for EEG emotion recognition which is tested based on 2 dimensional models of emotions, (1) the rSASM, and (2) the 12-PAC model. EEG data were collected from 5 preschoolers aged 5 years old while watching emotional faces from the Radboud Faces Database (RafD). Fea...