Analysis of the emotions' brainwaves

• Autores: Alvarado-Díaz, Witman, Meneses Claudio, Brian, Roman Gonzalez, Avid
• Formato: artículo
• Fecha de Publicación: 2019
• Institución: Universidad de Ciencias y Humanidades
• Repositorio: UCH-Institucional
• Lenguaje: inglés
• OAI Identifier: oai:repositorio.uch.edu.pe:uch/288
• Enlace del recurso: http://repositorio.uch.edu.pe/handle/uch/288; http://doi.org/10.14569/IJACSA.2019.0100509; https://thesai.org/Publications/ViewPaper?Volume=10&Issue=5&Code=IJACSA&SerialNo=9
• Nivel de acceso: acceso abierto
• Materia: Electroencephalography; Degenerative diseases; Human emotion

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.