Title
Distinct criticality of phase and amplitude dynamics in the resting brain.
Abstract
Converging research suggests that the resting brain operates at the cusp of dynamic instability, as signified by scale-free temporal correlations. We asked whether the scaling properties of these correlations differ between amplitude and phase fluctuations, which may reflect different aspects of cortical functioning. Using source-reconstructed magneto-encephalographic signals, we found power-law scaling for the collective amplitude and for phase synchronization, both capturing whole-brain activity. The temporal changes of the amplitude comprise slow, persistent memory processes, whereas phase synchronization exhibits less temporally structured and more complex correlations, indicating a fast and flexible coding. This distinct temporal scaling supports the idea of different roles of amplitude and phase fluctuations in cortical functioning.
Year
DOI
Venue
2018
10.1016/j.neuroimage.2018.03.002
NeuroImage
Keywords
Field
DocType
Power laws,Criticality,DFA,Amplitude,Phase
Control theory,Instability,Phase synchronization,Coding (social sciences),Criticality,Amplitude,Scaling,Mathematics
Journal
Volume
Issue
ISSN
180
Part
1053-8119
Citations 
PageRank 
References 
3
0.38
5
Authors
5
Name
Order
Citations
PageRank
A. Daffertshofer1606.25
Robert Ton2131.65
Morten L. Kringelbach318521.07
Mark W Woolrich4172394.51
Gustavo Deco51004156.20