title: Classifying different emotional states by means of EEG-based functional connectivity patterns.
abstract: This study aimed to classify different emotional states by means of EEG-based functional connectivity patterns. Forty young participants viewed film clips that evoked the following emotional states: neutral, positive, or negative. Three connectivity indices, including correlation, coherence, and phase synchronization, were used to estimate brain functional connectivity in EEG signals. Following each film clip, participants were asked to report on their subjective affect. The results indicated that the EEG-based functional connectivity change was significantly different among emotional states. Furthermore, the connectivity pattern was detected by pattern classification analysis using Quadratic Discriminant Analysis. The results indicated that the classification rate was better than chance. We conclude that estimating EEG-based functional connectivity provides a useful tool for studying the relationship between brain activity and emotional states.
authors.affiliation: Department of Psychology, National Cheng Kung University, Tainan, Taiwan.
authors.forename: You-Yun
authors.initials: YY
authors.lastname: Lee
authors.affiliation: Department of Psychology, National Cheng Kung University, Tainan, Taiwan; Institute of Allied Health Sciences, National Cheng Kung University, Tainan, Taiwan.
authors.forename: Shulan
authors.initials: S
authors.lastname: Hsieh
mesh_terms: D000328:Adult; D001921:Brain / Q000378:metabolism; D001931:Brain Mapping / Q000379:methods; D004569:Electroencephalography / Q000379:methods*; D004644:Emotions / Q000502:physiology*; D005260:Female; D006801:Humans; D008297:Male; D055815:Young Adult
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