Discrete wavelet transform coefficients for emotion recognition from EEG signals

In this paper, we propose to use DWT coefficients as features for emotion recognition from EEG signals. Previous feature extraction methods used power spectra density values dervied from Fourier Transform or sub-band energy and entropy derived from Wavelet Transform. These feature extracion methods...

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Bibliographic Details
Main Authors: Ser, Wee, Huang, Guang-Bin, Yohanes, Rendi E. J.
Other Authors: School of Electrical and Electronic Engineering
Format: Conference or Workshop Item
Language:English
Published: 2013
Subjects:
Online Access:https://hdl.handle.net/10356/98800
http://hdl.handle.net/10220/12625
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Institution: Nanyang Technological University
Language: English