Capturing the non-stationarity of whole-brain dynamics underlying human brain states

J. A. Galadí*, S. Silva Pereira, Y. Sanz Perl, M. L. Kringelbach, I. Gayte, H. Laufs, E. Tagliazucchi, J. A. Langa, G. Deco

*Corresponding author af dette arbejde

Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avisTidsskriftartikelForskningpeer review

Abstract

Brain dynamics depicts an extremely complex energy landscape that changes over time, and its characterisation is a central unsolved problem in neuroscience. We approximate the non-stationary landscape sustained by the human brain through a novel mathematical formalism that allows us characterise the attractor structure, i.e. the stationary points and their connections. Due to its time-varying nature, the structure of the global attractor and the corresponding number of energy levels changes over time. We apply this formalism to distinguish quantitatively between the different human brain states of wakefulness and different stages of sleep, as a step towards future clinical applications.

OriginalsprogEngelsk
Artikelnummer118551
TidsskriftNeuroImage
Vol/bind244
Antal sider17
ISSN1053-8119
DOI
StatusUdgivet - dec. 2021

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