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請使用永久網址來引用或連結此文件:
https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/122475
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| 題名: | The Effect of Music Listening on EEG Functional Connectivity of Brain: A Short-Duration and Long-Duration Study |
| 作者: | Mahmood, Danyal;Nisar, Humaira;Yap, Vooi Voon;Tsai, Chi-Yi |
| 關鍵詞: | functional connectivity;electroencephalography;music stimuli;graph theory;network-based statistics;Inter-Site Phase Clustering;brain lobes |
| 日期: | 2022-01-24 |
| 上傳時間: | 2022-03-10 12:12:17 (UTC+8) |
| 出版者: | MDPI |
| 摘要: | Music is considered a powerful brain stimulus, as listening to it can activate several brain networks. Music of different kinds and genres may have a different effect on the human brain. The goal of this study is to investigate the change in the brain’s functional connectivity (FC) when music is used as a stimulus. Secondly, the effect of listening to the subject’s favorite music is compared with listening to specifically formulated relaxing music with alpha binaural beats. Finally, the effect of the duration of music listening is studied. Subjects’ electroencephalographic (EEG) signals were captured as they listened to favorite and relaxing music. After preprocessing and artifact removal, the EEG recordings were decomposed into the delta, theta, alpha, and beta frequency bands, and the grand-averaged connectivity matrices were generated using Inter-Site Phase Clustering (ISPC) for each frequency band and each type of music. Furthermore, each lobe of the brain was analyzed separately to understand the effect of music on specific regions of the brain. EEG-FC among different channels was accessed by using graph theory and Network-based Statistics (NBS). To determine the significance of the changes in brain networks after listening to music, statistical analysis was conducted using Analysis of Variance (ANOVA) and t-test. The study of listening to music for a short duration verifies that either favorite or preferred music can affect the FC of the subject and induce a relaxation state. The short duration study also verifies a significant (ANOVA and t-test: p < 0.05) effectiveness of relaxing music over favorite music to induce relaxation and alertness in the subject. In the study of long duration, it is concluded that listening to relaxing music can increase functional connectivity and connections strength in the frontal lobe of the subject. A significant increase (ANOVA and t-test: p < 0.05) in FC in alpha and theta band and a significant decrease (ANOVA and t-test: p < 0.05) in FC in beta band in the frontal and parietal lobe of the brain verifies the hypothesis that the relaxing music can help the subject to achieve relaxation, activeness, and alertness. |
| 關聯: | Mathematics 10(3), 349 (19 pages) |
| DOI: | 10.3390/math10030349 |
| 顯示於類別: | [電機工程學系暨研究所] 期刊論文
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