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Relationship between decision-making and resting-state EEG in adolescents with different emotional stabilities
Yajing Si1; Lin Jiang1; Peiyang Li1; Baodan Chen1; WAN FENG2; Jing Yu1; Dezhong Yao1; Fali Li1; Peng Xu1
2023-04-03
Source PublicationIEEE Transactions on Cognitive and Developmental Systems
ISSN2379-8920
Volume16Issue:1Pages:243-250
Abstract

Despite the varied decision responses are revealed between adolescents with emotional stability and instability (ES and EI), the possible association underlying decision making and resting-state activity remains unknown. The study explored the potential relationship between the resting-state electroencephalogram network and decision responses when adolescents with different emotional stabilities participated in the ultimatum game (UG). A significant relationship between the resting-state activation of the two frequency bands (i.e., delta and alpha) and the UG acceptance rate. Furthermore, the ES adolescents mainly activated the frontal cortex in the delta band compared to the EI adolescents, whereas the EI adolescents exhibited stronger frontal-occipital linkages in the alpha band than the ES group. During decision making, the delta oscillation played a positive role in the cognitive process, while the alpha activity decreased. Finally, emotional stability could be predicted by a multivariable linear prediction model based on the resting-state metrics while adolescents made decisions in the UG task. The distinct restingstate electrophysiological evidence may deepen our knowledge of decision making in individuals with different emotional traits, which may further facilitate the prediction of individual decision behaviors.

KeywordAdolescents Decision Making Emotional Stability Resting-state
DOI10.1109/TCDS.2023.3263845
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaComputer Science ; Robotics ; Neurosciences & Neurology
WOS SubjectComputer Science, Artificial Intelligence ; Robotics ; Neurosciences
WOS IDWOS:001167556100005
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC445 HOES LANE, PISCATAWAY, NJ 08855-4141
Scopus ID2-s2.0-85153341300
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Citation statistics
Document TypeJournal article
CollectionDEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING
Corresponding AuthorFali Li; Peng Xu
Affiliation1.University of Electronic Science and Technology of China
2.Department of Electrical and Computer Engineering, Faculty of Science and Technology,University of Macau,Macao
Recommended Citation
GB/T 7714
Yajing Si,Lin Jiang,Peiyang Li,et al. Relationship between decision-making and resting-state EEG in adolescents with different emotional stabilities[J]. IEEE Transactions on Cognitive and Developmental Systems, 2023, 16(1), 243-250.
APA Yajing Si., Lin Jiang., Peiyang Li., Baodan Chen., WAN FENG., Jing Yu., Dezhong Yao., Fali Li., & Peng Xu (2023). Relationship between decision-making and resting-state EEG in adolescents with different emotional stabilities. IEEE Transactions on Cognitive and Developmental Systems, 16(1), 243-250.
MLA Yajing Si,et al."Relationship between decision-making and resting-state EEG in adolescents with different emotional stabilities".IEEE Transactions on Cognitive and Developmental Systems 16.1(2023):243-250.
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