Analysis of the Emotions’ Brainwaves
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2019, Vol 10, Issue 5
Abstract
Currently in Peru, patients with degenerative diseases, such as Amyotrophic Lateral Sclerosis (ALS) have lost of communication ability. Many researchers’ papers that establish basic communication system for these patients. It is also essential to know their feelings or state of mind through their emotions, in this study, we present an analysis of electroencephalographic signals (EEG) applied to emotions such as fear, tenderness, happiness and surprised; it was used linear discriminant analysis (LDA) to get the identification and classification of the 4 emotions with a success rate of 63.36% on average.
Authors and Affiliations
Witman Alvarado-Diaz, Brian Meneses-Claudio, Avid Roman-Gonzalez
Keywords
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- EP ID EP578020
- DOI 10.14569/IJACSA.2019.0100509
- Views 67
- Downloads 0
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