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Intrinsic Coupling Modes in Source-Reconstructed Electroencephalography

机译:源重构脑电图的内在耦合模式。

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摘要

Intrinsic coupling of neuronal assemblies constitutes a key feature of ongoing brain activity, yielding the rich spatiotemporal patterns observed in neuroimaging data and putatively supporting cognitive processes. Intrinsic coupling has been investigated in electrophysiological recordings using two types of functional connectivity measures: amplitude and phase coupling. These two coupling modes differ in their likely causes and functions, and have been proposed to provide complementary insights into intrinsic neuronal interactions. Here, we investigate the relationship between amplitude and phase coupling in source-reconstructed electroencephalography (EEG). Volume conduction is a key obstacle for connectivity analysis in EEG—we therefore also test the envelope correlation of orthogonalized signals and the phase lag index. Functional connectivity between six seed source regions (bilateral visual, sensorimotor, and auditory cortices) and all other cortical voxels was computed. For all four measures, coupling between homologous sensory areas in both hemispheres was significantly higher than with other voxels at the same physical distance. The frequency of significant coupling differed between sensory areas: 10 Hz for visual, 30 Hz for auditory, and 40 Hz for sensorimotor cortices. By contrasting envelope correlations and phase locking values, we observed two distinct clusters of voxels showing a different relationship between amplitude and phase coupling. Large clusters contiguous to the seed regions showed an identity (1:1) relationship between amplitude and phase coupling, whereas a cluster located around the contralateral homologous regions showed higher phase than amplitude coupling. These results show a relationship between intrinsic coupling modes that is distinct from the effect of volume conduction.
机译:神经元组件的内在耦合构成了持续的大脑活动的关键特征,产生了在神经影像数据中观察到的丰富的时空模式,并推测支持认知过程。已经使用两种类型的功能连接性措施在电生理记录中研究了固有耦合:幅度耦合和相位耦合。这两种耦合模式在其可能的原因和功能上有所不同,并且已被提议提供对内在神经元相互作用的补充见解。在这里,我们调查源重构脑电图(EEG)中的幅度和相位耦合之间的关系。体积传导是脑电图连通性分析的主要障碍-因此,我们还测试了正交信号和相位滞后指数的包络相关性。计算了六个种子源区域(双侧视觉,感觉运动和听觉皮层)与所有其他皮层体素之间的功能连通性。对于所有这四个量度,两个半球中同源感觉区域之间的耦合显着高于在相同物理距离下的其他体素。感觉区域之间的显着耦合频率不同:视觉区域为10 Hz,听觉区域为30 Hz,感觉运动皮层为40 Hz。通过对比包络相关性和锁相值,我们观察到两个不同的体素簇,它们在振幅和相位耦合之间显示出不同的关系。与种子区域相邻的大簇显示出振幅和相位耦合之间的同一性(1:1)关系,而位于对侧同源区域周围的簇显示出比振幅耦合更高的相位。这些结果表明固有耦合模式之间的关系不同于体积传导的影响。

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