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Beyond t test and ANOVA: applications of mixed-effects models for more rigorous statistical analysis in neuroscience research.超越 t 检验和 ANOVA:混合效应模型在神经科学研究中更严格的统计分析中的应用。
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Setting the space for deliberation in decision-making.在决策过程中为审议留出空间。
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Neurophysiology of Human Perceptual Decision-Making.人类知觉决策的神经生理学。
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A neural network model of basal ganglia's decision-making circuitry.基底神经节决策回路的神经网络模型。
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Time-frequency time-space LSTM for robust classification of physiological signals.时频时空长短时记忆网络在生理信号鲁棒分类中的应用
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Top-down control of visual cortex by the frontal eye fields through oscillatory realignment.额叶眼区通过振荡重排对视觉皮层进行自上而下的控制。
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Spontaneous Brain Oscillations and Perceptual Decision-Making.自发性脑振荡与知觉决策。
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A cortical model with multi-layers to study visual attentional modulation of neurons at the synaptic level.一个具有多层结构的皮质模型,用于在突触水平研究神经元的视觉注意力调制。
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额枕相位同步可预测知觉决策中的枕叶阿尔法波功率。

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

作者信息

Wei Jinwen, Yao Ziqing, Huang Gan, Li Linling, Liang Zhen, Zhang Li, Zhang Zhiguo

机构信息

School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China.

Guangdong Provincial Key Laboratory of Biomedical Measurements and Ultrasound Imaging, Shenzhen University, Shenzhen, China.

出版信息

Cogn Neurodyn. 2023 Aug;17(4):815-827. doi: 10.1007/s11571-022-09862-7. Epub 2022 Aug 24.

DOI:10.1007/s11571-022-09862-7
PMID:37522043
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10374503/
Abstract

UNLABELLED

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.

SUPPLEMENTARY INFORMATION

The online version contains supplementary material available at 10.1007/s11571-022-09862-7.

摘要

未标记

众多关于知觉决策的研究表明,刺激前较低的阿尔法波功率会导致视觉检测中的较高命中率,这被认为与自上而下的控制相关。然而,自上而下控制背后的额枕相位同步是否会影响直接影响知觉表现的枕叶阿尔法波功率仍不清楚。在本研究中,我们使用一般线性混合模型(GLMM)分析和事件相关电位(ERP)表明,枕叶区域的刺激前阿尔法波功率直接影响视觉感知。使用单变量和多变量方法,我们发现低频(4 - 30赫兹)额枕相位同步可预测枕叶区域的刺激前阿尔法波功率。总体而言,我们的结果表明额枕相位同步可以预测直接影响知觉决策的枕叶阿尔法波功率。

补充信息

在线版本包含可在10.1007/s11571-022-09862-7获取的补充材料。