Frontal-occipital phase synchronization predicts occipital alpha power in perceptual decision-making

被引:3
作者
Wei, Jinwen [1 ,2 ]
Yao, Ziqing [3 ]
Huang, Gan [1 ,2 ]
Li, Linling [1 ,2 ]
Liang, Zhen [1 ,2 ]
Zhang, Li [1 ,2 ]
Zhang, Zhiguo [4 ,5 ,6 ]
机构
[1] Shenzhen Univ, Hlth Sci Ctr, Sch Biomed Engn, Shenzhen, Peoples R China
[2] Shenzhen Univ, Guangdong Prov Key Lab Biomed Measurements & Ultr, Shenzhen, Peoples R China
[3] Univ Hong Kong, Dept Psychol, Hong Kong, Peoples R China
[4] Harbin Inst Technol, Inst Comp & Intelligence, Shenzhen, Peoples R China
[5] Peng Cheng Lab, Shenzhen, Peoples R China
[6] Shenzhen Univ, Marshall Lab Biomed Engn, Shenzhen, Peoples R China
基金
中国国家自然科学基金;
关键词
Phase synchronization; Prestimulus alpha power; Perceptual decision-making; PRESTIMULUS ALPHA; OSCILLATIONS; EEG; DYNAMICS; EXCITABILITY;
D O I
10.1007/s11571-022-09862-7
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Numerous studies of perceptual decision-making have shown that lower prestimulus alpha power leads to a higher hit rate in visual detection, which is believed to correlate with the top-down control. However, whether frontal-occipital phase synchronization underlying the top-down control could impact the occipital alpha power that directly affects the perceptual performance remains unclear. In this study, we used analyses of the general linear mixed model (GLMM) and event-related potentials (ERPs) to show that the prestimulus alpha power over the occipital area directly affected visual perception. Using both the univariate and multivariate methods, we found that low-frequency (4-30 Hz) frontal-occipital phase synchronization predicted the prestimulus alpha power over the occipital area. Overall, our results suggested that frontal-occipital phase synchronization could predict occipital alpha power that directly affects perceptual decision-making.
引用
收藏
页码:815 / 827
页数:13
相关论文
共 59 条
[1]   Fitting Linear Mixed-Effects Models Using lme4 [J].
Bates, Douglas ;
Maechler, Martin ;
Bolker, Benjamin M. ;
Walker, Steven C. .
JOURNAL OF STATISTICAL SOFTWARE, 2015, 67 (01) :1-48
[2]   An Introduction to Linear Mixed-Effects Modeling in R [J].
Brown, Violet A. .
ADVANCES IN METHODS AND PRACTICES IN PSYCHOLOGICAL SCIENCE, 2021, 4 (01)
[3]   Alpha Power Modulates Perception Independently of Endogenous Factors [J].
Bruers, Sasskia ;
VanRullen, Rufin .
FRONTIERS IN NEUROSCIENCE, 2018, 12
[4]   Spontaneous EEG oscillations reveal periodic sampling of visual attention [J].
Busch, Niko A. ;
VanRullen, Rufin .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (37) :16048-16053
[5]   The Phase of Ongoing EEG Oscillations Predicts Visual Perception [J].
Busch, Niko A. ;
Dubois, Julien ;
VanRullen, Rufin .
JOURNAL OF NEUROSCIENCE, 2009, 29 (24) :7869-7876
[6]  
Carlson T. A., 2020, COGNITIVE NEUROSCIEN
[7]   A neural network model of basal ganglia's decision-making circuitry [J].
Chen, Xiyuan ;
Yang, Tianming .
COGNITIVE NEURODYNAMICS, 2021, 15 (01) :17-26
[8]   The many characters of visual alpha oscillations [J].
Clayton, Michael S. ;
Yeung, Nick ;
Kadosh, Roi Cohen .
EUROPEAN JOURNAL OF NEUROSCIENCE, 2018, 48 (07) :2498-2508
[9]   The roles of cortical oscillations in sustained attention [J].
Clayton, Michael S. ;
Yeung, Nick ;
Kadosh, Rol Cohen .
TRENDS IN COGNITIVE SCIENCES, 2015, 19 (04) :188-195
[10]   Effects of time lag and frequency matching on phase-based connectivity [J].
Cohen, Michael X. .
JOURNAL OF NEUROSCIENCE METHODS, 2015, 250 :137-146