Emotional state classification of brain signals using extreme learning machine (ELM) algorithm
R. E. J. Yohanes · DR-NTU (Nanyang Technological University) · 2012
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 signals despite its proven effectiveness on non-stationary signal analysis.