Delta-alpha cross-frequency coupling for different brain regions

TL;DR

This study investigates cross-frequency coupling between delta and alpha brain oscillations across different regions using EEG and Bayesian inference, revealing region-specific influence patterns and waveform characteristics.

Contribution

It introduces an adaptive Bayesian method to analyze region-specific delta-alpha coupling in EEG data, highlighting regional differences in influence and waveform shape.

Findings

Delta influences alpha oscillations more in certain regions

Waveform shapes of coupling functions vary across regions

Delta influence from the cingulate lobes is particularly strong

Abstract

Neural interactions occur on different levels and scales. It is of particular importance to understand how they are distributed among different neuroanatomical and physiological relevant brain regions. We investigated neural cross-frequency couplings between different brain regions according to the Desikan-Killiany brain parcellation. The adaptive dynamic Bayesian inference method was applied to EEG measurements of healthy resting subjects in order to reconstruct the coupling functions. It was found that even after averaging over all subjects, the mean coupling function showed a characteristic waveform, confirming the direct influence of the delta-phase on the alpha-phase dynamics in certain brain regions and that the shape of the coupling function changes for different regions. While the averaged coupling function within a region was of similar form, the region-averaged coupling function was averaged out, which implies that there is a common dependence within separate regions across the subjects. It was also found that for certain regions the influence of delta on alpha oscillations is more pronounced and that oscillations that influence other are more evenly distributed across brain regions than the influenced oscillations. When presenting the information on brain lobes, it was shown that the influence of delta emanating from the brain as a whole is greatest on the alpha oscillations of the cingulate frontal lobe, and at the same time the influence of delta from the cingulate parietal brain lobe is greatest on the alpha oscillations of the whole brain.