文章基本信息

标题：The Distinction of Logical Decision According to the Model of the Analysis of Brain Signals (EEG)
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作者：Akeel Abdulkareem Al-Sakaa ; Zaid H.Nasralla ; Mohsin Hasan Hussein 等
期刊名称：Karbala International Journal of Modern Science
印刷版ISSN：2405-609X
电子版ISSN：2405-609X
出版年度：2022
卷号：8
期号：3
页码：438-445
DOI：10.33640/2405-609X.3232
语种：English
出版社：Elsevier
摘要：Recently, brain signal patterns have been recruited by researchers in different life activities. Researchers have studied each life activity and how brain signal patterns appear. These patterns could then be generalised and used in different disciplines. In this paper, we study the brain state during decision making in a lottery experiment. An EEG device is used to capture brain signals during an experiment to extract the optimal state for logical decision making. After collecting data, extracting useful information and then processing it, the proposed method is able to identify rational decisions from irrational ones with a success rate of 67%.
关键词：Neuroscience;EEG;Decision making;Feature extraction;Statistical analysis;SVM classification