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Fluctuations in Neural Complexity During Wakefulness Relate To Conscious Level and Cognition

Pedro A. M. Mediano, Aleksi Ikkala, Rogier Kievit, Sridhar R. Jagannathan, Thomas F. Varley, Emmanuel A. Stamatakis, Tristán Bekinschtein, Daniel Bor

September 23, 2021 preprint DOI: 10.1101/2021.09.23.461002

Summary

Higher brain activity complexity directly links to better cognitive performance and faster reaction times during wakefulness. A large neuroimaging dataset (MEG and fMRI) from healthy adults tracked conscious level fluctuations. Measures of neural dynamics distinguished full wakefulness from drowsiness, showing decreased complexity as consciousness lessened. This approach, rooted in cognitive psychology, offers new insights into the neural correlates of consciousness, demonstrating how brain activity during various tasks reflects our conscious state and cognitive function, moving beyond distinguishing vegetative or minimally conscious states.

Abstract

ABSTRACT There has been considerable recent progress in measuring conscious level using neural complexity measures. For instance, such measures can reliably distinguish healthy awake from asleep subjects and vegetative state patients. However, this line of research has never explored the dynamics of conscious level during normal wakefulness. Being able to capture meaningful differences in conscious level during wakefulness may provide a vital new insight into the nature of consciousness, by demonstrating what biological, behavioural and cognitive factors relate to such differences. Here we take advantage of a large MEG and fMRI dataset of healthy adults, to examine within-subject conscious level fluctuations during resting state and tasks, by using a range of complexity measures. We first establish the validity of this approach in both neuroimaging domains by relating neural complexity measures to pre-existing techniques for capturing transitions of consciousness from full wakefulness into drowsiness and the earliest stages of sleep, finding decreased complexity as participants become increasingly drowsy. We further demonstrate that neural complexity measures in both MEG and fMRI change both within and between tasks, and relate to performance on an executive task, with higher complexity associated with better performance and faster reaction times. This approach provides a powerful new route to further explore the cognitive and neural underpinnings of consciousness.

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