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  • 标题:Analysis of the Emotions’ Brainwaves
  • 本地全文:下载
  • 作者:Witman Alvarado-Díaz ; Brian Meneses-Claudio ; Avid Roman-Gonzalez
  • 期刊名称:International Journal of Advanced Computer Science and Applications(IJACSA)
  • 印刷版ISSN:2158-107X
  • 电子版ISSN:2156-5570
  • 出版年度:2019
  • 卷号:10
  • 期号:5
  • 页码:57-60
  • DOI:10.14569/IJACSA.2019.0100509
  • 出版社:Science and Information Society (SAI)
  • 摘要: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.
  • 关键词:Electroencephalogram; EEG; emotions; amyotrophic lateral sclerosis; degenerative diseases; classification learner
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