Scale-free dynamics in the core-periphery topography and task alignment decline from conscious to unconscious states
Philipp Klar, Yasir Çatal, Robert Langner, Zirui Huang, Georg Northoff
Communications Biology May 9, 2023 DOI: 10.1038/s42003-023-04879-y (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Observational cohort and computational modeling Peer reviewed |
|---|---|
| Population | Human subjects undergoing functional MRI |
| Keywords | Dynamics music Consciousness Noise video Task project management Scale ratio Electroencephalography Unconscious mind White noise Cognitive psychology Artificial intelligence Cartography Telecommunications |
| Citations | 35 |
| Key findings | Loss of scale-free dynamics in the brain's core-periphery topography during anesthesia transforms pink noise into white noise, disrupting neuronal alignment with a task's temporal structure. |
Abstract
Scale-free physiological processes are ubiquitous in the human organism. Resting-state functional MRI studies observed the loss of scale-free dynamics under anesthesia. In contrast, the modulation of scale-free dynamics during task-related activity remains an open question. We investigate scale-free dynamics in the cerebral cortex's unimodal periphery and transmodal core topography in rest and task states during three conscious levels (awake, sedation, and anesthesia) complemented by computational modelling (Stuart-Landau model). The empirical findings demonstrate that the loss of the brain's intrinsic scale-free dynamics in the core-periphery topography during anesthesia, where pink noise transforms into white noise, disrupts the brain's neuronal alignment with the task's temporal structure. The computational model shows that the stimuli's scale-free dynamics, namely pink noise distinguishes from brown and white noise, also modulate task-related activity. Together, we provide evidence for two mechanisms of consciousness, temporo-spatial nestedness and alignment, suggested by the Temporo-Spatial Theory of Consciousness (TTC).
Citations in the library
Cited by 16
- Connecting brain and mind through temporo-spatial dynamics: Towards a theory of common currency. Physics of Life Reviews March 1, 2025
- Bridging the gap of brain and experience - Converging Neurophenomenology with Spatiotemporal Neuroscience. Neuroscience & Biobehavioral Reviews June 1, 2025
- Does artificial intelligence exhibit basic fundamental subjectivity? A neurophilosophical argument Phenomenology and the Cognitive Sciences February 26, 2024
- Temporospatial Nestedness in Consciousness: An Updated Perspective on the Temporospatial Theory of Consciousness Entropy July 17, 2023
- Illuminating brain's "dark energy": a living lens of spontaneous slow oscillations. reply to comments on 'dark brain energy: toward an integrative model of spontaneous slow oscillations'. Physics of Life Reviews January 21, 2026
and 11 more in the library
Cites 17
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- Theories of consciousness. Nature Reviews Neuroscience July 1, 2022
- The spectral exponent of the resting EEG indexes the presence of consciousness during unresponsiveness induced by propofol, xenon, and ketamine Neuroimage January 11, 2019
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- How do the brain's time and space mediate consciousness and its different dimensions? Temporo-spatial theory of consciousness (TTC). Neuroscience & Biobehavioral Reviews September 1, 2017
and 12 more in the library