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Electroencephalogram of Happy Emotional Cognition Based on Complex System of Music and Image Visual and Auditory
Joint Authors
Gan, Lin
Zhang, Mu
Jiang, Jiajia
Duan, Fajie
Source
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-12-30
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
People are ingesting various information from different sense organs all the time to complete different cognitive tasks.
The brain integrates and regulates this information.
The two significant sensory channels for receiving external information are sight and hearing that have received extensive attention.
This paper mainly studies the effect of music and visual-auditory stimulation on electroencephalogram (EEG) of happy emotion recognition based on a complex system.
In the experiment, the presentation was used to prepare the experimental stimulation program, and the cognitive neuroscience experimental paradigm of EEG evoked by happy emotion pictures was established.
Using 93 videos as natural stimuli, fMRI data were collected.
Finally, the collected EEG signals were removed with the eye artifact and baseline drift, and the t-test was used to analyze the significant differences of different lead EEG data.
Experimental data shows that, by adjusting the parameters of the convolutional neural network, the highest accuracy of the two-classification algorithm can reach 98.8%, and the average accuracy can reach 83.45%.
The results show that the brain source under the combined visual and auditory stimulus is not a simple superposition of the brain source of the single visual and auditory stimulation, but a new interactive source is generated.
American Psychological Association (APA)
Gan, Lin& Zhang, Mu& Jiang, Jiajia& Duan, Fajie. 2020. Electroencephalogram of Happy Emotional Cognition Based on Complex System of Music and Image Visual and Auditory. Complexity،Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1143083
Modern Language Association (MLA)
Gan, Lin…[et al.]. Electroencephalogram of Happy Emotional Cognition Based on Complex System of Music and Image Visual and Auditory. Complexity No. 2020 (2020), pp.1-14.
https://search.emarefa.net/detail/BIM-1143083
American Medical Association (AMA)
Gan, Lin& Zhang, Mu& Jiang, Jiajia& Duan, Fajie. Electroencephalogram of Happy Emotional Cognition Based on Complex System of Music and Image Visual and Auditory. Complexity. 2020. Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1143083
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1143083