Temporal prediction changes motor-related EEG phase synchronization and network centrality in alpha and beta band

被引:0
|
作者
Meng, Jiayuan [1 ,2 ]
Zhao, Yingru [1 ]
Wang, Hao [1 ]
Sun, Jinsong [1 ]
Xu, Minpeng [1 ,2 ]
Ming, Dong [1 ,2 ]
机构
[1] Tianjin Univ, Coll Precis Instruments & Optoelect Engn, Tianjin, Peoples R China
[2] Tianjin Univ, Acad Med Engn & Translat Med, Tianjin, Peoples R China
来源
2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC | 2023年
基金
中国国家自然科学基金;
关键词
Temporal prediction; Motor-related EEG; Brain network; Weighted Phase lag index; WPLI; CONNECTIVITY; EXPECTATION;
D O I
10.1109/EMBC40787.2023.10340297
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Much neurophysiological evidence revealed motor system is involved in temporal prediction. However, It remains unknown how temporal prediction influences motor-related neural representations. Thus, more neural evidence is needed to understand better how temporal prediction influences the motor. This study designed a rhythmic finger-tap task and formed three temporal prediction conditions, i.e., 1000ms temporal prediction, 1500ms temporal prediction, and no temporal prediction. Behavioral and EEG data from 24 healthy subjects were recorded. The weighted phase lag index was calculated to measure the degree of phase synchronization. Eigenvector centrality and betweenness centrality were used to measure brain connectivity. Behavioral results showed that tap-visual asynchronies were decreased when temporal prediction existed. Phase synchronization results showed, compared to no temporal prediction, the alpha-band phase synchronization between the frontal and central area was reduced in 1000ms temporal prediction, and the beta-band phase synchronization between the frontal and parietal area was decreased in 1500ms temporal prediction. As to the brain connectivity, compared to no temporal prediction condition, the eigenvector centrality of the left frontal in 1500ms temporal prediction was decreased in the alpha band, and the betweenness centrality of the right temporal in 1000ms temporal prediction was reduced in the alpha-band. These results can provide new neural evidence for a better understanding of temporal prediction and motor interactions.
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页数:4
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