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High-Frequency Electroencephalographic Activity in Left Temporal Area Is Associated with Pleasant Emotion Induced by Video Clips
المؤلفون المشاركون
Kortelainen, Jukka
Väyrynen, Eero
Seppänen, Tapio
المصدر
Computational Intelligence and Neuroscience
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-14، 14ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-03-26
دولة النشر
مصر
عدد الصفحات
14
التخصصات الرئيسية
الملخص EN
Recent findings suggest that specific neural correlates for the key elements of basic emotions do exist and can be identified by neuroimaging techniques.
In this paper, electroencephalogram (EEG) is used to explore the markers for video-induced emotions.
The problem is approached from a classifier perspective: the features that perform best in classifying person’s valence and arousal while watching video clips with audiovisual emotional content are searched from a large feature set constructed from the EEG spectral powers of single channels as well as power differences between specific channel pairs.
The feature selection is carried out using a sequential forward floating search method and is done separately for the classification of valence and arousal, both derived from the emotional keyword that the subject had chosen after seeing the clips.
The proposed classifier-based approach reveals a clear association between the increased high-frequency (15–32 Hz) activity in the left temporal area and the clips described as “pleasant” in the valence and “medium arousal” in the arousal scale.
These clips represent the emotional keywords amusement and joy/happiness.
The finding suggests the occurrence of a specific neural activation during video-induced pleasant emotion and the possibility to detect this from the left temporal area using EEG.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Kortelainen, Jukka& Väyrynen, Eero& Seppänen, Tapio. 2015. High-Frequency Electroencephalographic Activity in Left Temporal Area Is Associated with Pleasant Emotion Induced by Video Clips. Computational Intelligence and Neuroscience،Vol. 2015, no. 2015, pp.1-14.
https://search.emarefa.net/detail/BIM-1057753
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Kortelainen, Jukka…[et al.]. High-Frequency Electroencephalographic Activity in Left Temporal Area Is Associated with Pleasant Emotion Induced by Video Clips. Computational Intelligence and Neuroscience No. 2015 (2015), pp.1-14.
https://search.emarefa.net/detail/BIM-1057753
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Kortelainen, Jukka& Väyrynen, Eero& Seppänen, Tapio. High-Frequency Electroencephalographic Activity in Left Temporal Area Is Associated with Pleasant Emotion Induced by Video Clips. Computational Intelligence and Neuroscience. 2015. Vol. 2015, no. 2015, pp.1-14.
https://search.emarefa.net/detail/BIM-1057753
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1057753
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
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