TY - JOUR
T1 - Distinct criticality of phase and amplitude dynamics in the resting brain
AU - Daffertshofer, Andreas
AU - Ton, Robert
AU - Kringelbach, Morten L.
AU - Woolrich, Mark
AU - Deco, Gustavo
PY - 2018/10
Y1 - 2018/10
N2 - 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.
AB - 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.
KW - Amplitude
KW - Criticality
KW - DFA
KW - Phase
KW - Power laws
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U2 - 10.1016/j.neuroimage.2018.03.002
DO - 10.1016/j.neuroimage.2018.03.002
M3 - Article
AN - SCOPUS:85043494212
SN - 1053-8119
VL - 180
SP - 442
EP - 447
JO - NeuroImage
JF - NeuroImage
IS - Part B
ER -