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

中间性中心性 脑电图 相位同步 同步(交流) 神经生理学 人工智能 计算机科学 β节律 模式识别(心理学) 中心性 人工神经网络 神经科学 心理学 数学 计算机网络 频道(广播) 组合数学
作者
Jiayuan Meng,Yingru Zhao,Hao Wang,Jinsong Sun,Minpeng Xu,Dong Ming
标识
DOI:10.1109/embc40787.2023.10340297
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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