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Scale-free dynamics of core-periphery topography.
Philipp Klar1, Yasir Çatal2, Robert Langner3,4
1Medical Faculty, C. & O. Vogt-Institute for Brain Research, Heinrich Heine University of Düsseldorf, Düsseldorf, Germany.
Brain regions show distinct scale-free dynamics. Higher power-law exponents in the core differentiate it from the periphery during rest and tasks. Task-related changes link to slow event rates.
Area of Science:
- Neuroscience
- Cognitive Neuroscience
- Systems Neuroscience
Background:
- The human brain's cerebral cortex is divided into core and periphery regions.
- Differences in timescales exist between core and periphery regions.
- Scale-free dynamics in brain activity during rest and task states are not fully understood.
Purpose of the Study:
- Investigate scale-free dynamics (pink noise) in the brain's core-periphery topography.
- Examine these dynamics during resting and task states using infra-slow frequencies.
- Clarify how power spectra features modulate across different brain regions and states.
Main Methods:
- Applied infra-slow inter-trial intervals (up to 1 minute) within the BOLD frequency band.
- Analyzed power-law exponent (PLE) in core and periphery regions during rest and task.
- Utilized a computational model and a replication dataset for validation.
Main Results:
- Found a higher resting-state PLE in the core compared to the periphery.
- Observed significant increases in PLE across both regions during task states.
- Task-related PLE increases correlated with low event rates and task periodicity (0.016-0.019 Hz).
Conclusions:
- Scale-free dynamics distinguish core and periphery brain regions during resting-state.
- Task engagement modulates these dynamics, with changes linked to slow event rates.
- Findings advance understanding of brain functional organization and dynamics.
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