Classification of EEG correlates on emotion using features from Gaussian mixtures of EEG spectrogram

• Main Authors: Khosrowabadi, Reza, Abdul Rahman, Abdul Wahab
• Format: Conference or Workshop Item
• Language: English
• Published: 2011
• Subjects: QA75 Electronic computers. Computer science; T Technology (General)
• Online Access: http://irep.iium.edu.my/13432/1/classification.pdf; http://irep.iium.edu.my/13432/; http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5971942&tag=1
• Institution: Universiti Islam Antarabangsa Malaysia

This paper presents the classification of EEG correlates on emotion using features extracted by Gaussian mixtures of EEG spectrogram. This method is compared with three feature extraction methods based on fractal dimension of EEG signal including Higuchi, Minkowski Bouligand, and Fractional Brownian...