EEG signals for emotion recognition

• Main Authors: Abdul Rahman, Abdul Wahab, Kamaruddin, Norhaslinda, Palaniappan, L. K., Li, M., Khosrowabadi, Reza
• Format: Article
• Language: English
• Published: IOS, STM Publisher House 2010
• Subjects: T Technology (General)
• Online Access: http://irep.iium.edu.my/9549/1/EEG_signals_for_emotion_recognition.pdf; http://irep.iium.edu.my/9549/; https://iospress.metapress.com/content/b7061062m48661g6/resource-secured/?target=fulltext.pdf
• Institution: Universiti Islam Antarabangsa Malaysia

This paper proposes an emotion recognition system using the electroencephalographic (EEG) signals. Both time domain and frequency domain approaches for feature extraction were evaluated using neural network (NN) and fuzzy neural network (FNN) as classifiers. Data was collected using psychological st...