Frontal EEG Asymmetry of Emotion for the Same Auditory Stimulus

التفاصيل البيبلوغرافية
العنوان: Frontal EEG Asymmetry of Emotion for the Same Auditory Stimulus
المؤلفون: Seong-Whan Lee, Gi-Hwan Shin, Minji Lee
المصدر: IEEE Access, Vol 8, Pp 107200-107213 (2020)
بيانات النشر: Institute of Electrical and Electronics Engineers (IEEE), 2020.
سنة النشر: 2020
مصطلحات موضوعية: medicine.medical_specialty, General Computer Science, Brain activity and meditation, emotion, Stimulus (physiology), Audiology, 050105 experimental psychology, 03 medical and health sciences, power spectral density (PSD), 0302 clinical medicine, medicine, frontal asymmetry, 0501 psychology and cognitive sciences, General Materials Science, Eeg asymmetry, Emotion recognition, weighted phase lag index (WPLI), Valence (psychology), phase-amplitude coupling (PAC), 05 social sciences, General Engineering, Neurophysiology, Electroencephalogram (EEG), Phase lag, Frontal asymmetry, lcsh:Electrical engineering. Electronics. Nuclear engineering, Psychology, lcsh:TK1-9971, 030217 neurology & neurosurgery
الوصف: Emotions play an important role in human interaction and decision-making processes. Frontal asymmetry in brain activity is a promising neurophysiological indicator of emotion. Emotions are psychologically explained by the valence-arousal model, but as yet, frontal asymmetry has not been fully explained by this model. In this study, we explored frontal asymmetry of emotions based on the valence-arousal model using the same auditory stimulus. Changes in emotional states using self-report questionnaires were investigated before and after the auditory stimulus. Spectral power and weighted phase lag index were calculated in the delta, theta, alpha, beta, and gamma bands. Phase-amplitude coupling was also measured to explore communication among different frequency bands associated with emotions. After the auditory stimulus, alpha power decreased in both left and right frontal regions and the delta-weighted phase lag index in the left-right regions was increased. However, no frontal asymmetry was identified after the auditory stimulus. Additionally, we explored the brain changes according to the valence-arousal model based on emotional states. After the auditory stimulus, frontal asymmetry of alpha power was clearly observed only for negative valence. This finding was possible because subjective emotions were considered despite listening to the same stimulus. Finally, phase-amplitude coupling identified left-hemisphere dominance after the auditory stimulus, regardless of subjective emotions. These results may help us understand frontal asymmetry associated with emotional mechanisms. In addition, these findings can be used directly in the brain-computer interface to improve emotion recognition performance for real-world practical applications.
تدمد: 2169-3536
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f5636aac9e1a09e08229aeca559560acTest
https://doi.org/10.1109/access.2020.3000788Test
حقوق: OPEN
رقم الانضمام: edsair.doi.dedup.....f5636aac9e1a09e08229aeca559560ac
قاعدة البيانات: OpenAIRE