Emotional state classification of brain signals using extreme learning machine (ELM) algorithm

• Main Author: Yohanes, Rendi Ein Janvier.
• Other Authors: Huang Guangbin
• Format: Final Year Project
• Language: English
• Published: 2012
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• Online Access: http://hdl.handle.net/10356/50056
• Institution: Nanyang Technological University

Electroencephalogram (EEG) signals have been proven to have strong correlation with underlying human emotions. Numerous approaches have been reported for emotion recognition from EEG signals; however, not much effort has been performed in applying Wavelet Transform for emotion recognition from EEG s...