Evolutionary Advantages of Stimulus-Driven EEG Phase Transitions in the Upper Cortical Layers.
Robert Kozma, Bernard J. Baars, Natalie Geld
Frontiers in Systems Neuroscience 2021 DOI: 10.3389/fnsys.2021.784404 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Theoretical or philosophical paper Peer reviewed |
|---|---|
| Keywords | Consciousness Cortex Criticality Graph theory Machine understanding Neuropercolation Perception Phase transition |
| Key points | Proposes that the brain's repeated collapse of self-organized structures at theta/alpha rates optimizes a tradeoff between rapid adaptation to novelty and stable self-organization, yielding evolutionary benefits. |
Abstract
Spatio-temporal brain activity monitored by EEG recordings in humans and other mammals has identified beta/gamma oscillations (20-80 Hz), which are self-organized into spatio-temporal structures recurring at theta/alpha rates (4-12 Hz). These structures have statistically significant correlations with sensory stimuli and reinforcement contingencies perceived by the subject. The repeated collapse of self-organized structures at theta/alpha rates generates laterally propagating phase gradients (phase cones), ignited at some specific location of the cortical sheet. Phase cones have been interpreted as neural signatures of transient perceptual experiences according to the cinematic theory of brain dynamics. The rapid expansion of essentially isotropic phase cones is consistent with the propagation of perceptual broadcasts postulated by Global Workspace Theory (GWT). What is the evolutionary advantage of brains operating with repeatedly collapsing dynamics? This question is answered using thermodynamic concepts. According to neuropercolation theory, waking brains are described as non-equilibrium thermodynamic systems operating at the edge of criticality, undergoing repeated phase transitions. This work analyzes the role of long-range axonal connections and metabolic processes in the regulation of critical brain dynamics. Historically, the near 10 Hz domain has been associated with conscious sensory integration, cortical "ignitions" linked to conscious visual perception, and conscious experiences. We can therefore combine a very large body of experimental evidence and theory, including graph theory, neuropercolation, and GWT. This cortical operating style may optimize a tradeoff between rapid adaptation to novelty vs. stable and widespread self-organization, therefore resulting in significant Darwinian benefits.
Citations in the library
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- EMI-EDU: reframing learning and education through energy, mass and information Frontiers in Human Neuroscience August 7, 2026
- EMI model: A scale free biophysical framework for human consciousness, cognition and behaviour. Biosystems January 2026
- Cinematic Theory of Cognition and Consciousness - Implications for Efficient Human-Computer Interactions IEEE International Conference on Systems, Man and Cybernetics October 6, 2024
- Large-Scale Synchronization Transients Serving as Neural Substrates of Consciousness IEEE International Joint Conference on Neural Network June 30, 2024
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