Discrete wavelet transform coefficients for emotion recognition from EEG signals

• المؤلفون الرئيسيون: Ser, Wee, Huang, Guang-Bin, Yohanes, Rendi E. J.
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2013
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/98800; http://hdl.handle.net/10220/12625

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...