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Critical-like Brain Dynamics in a Continuum from Second- to First-Order Phase Transition
Sheng H Wang1,2,3,4, Felix Siebenhühner5,3, Gabriele Arnulfo5,6
1Neuroscience Center, Helsinki Institute of Life Science, University of Helsinki, 00014 Helsinki, Finland sheng.wang@helsinki.fi matias.palva@helsinki.fi.
The human brain operates near critical-like dynamics, exhibiting bistable neuronal activity. This brain bistability, ranging from moderate to excessive, correlates with cognitive function and neurological conditions like epilepsy.
Area of Science:
- Neuroscience
- Complex Systems
- Computational Psychiatry
Background:
- The brain criticality hypothesis suggests optimal function near a second-order phase transition.
- Neuronal feedback may induce first-order transitions and bistability, but empirical evidence is scarce.
- The human brain's capacity to operate across a continuum of phase transitions remains unproven.
Purpose of the Study:
- To investigate bistable synchronization dynamics in critical-like brain activity.
- To empirically assess neuronal bistability in vivo using MEG and SEEG.
- To explore the functional significance of bistability in healthy and patient populations.
Main Methods:
- Computational modeling to simulate bistable synchronization dynamics.
- Resting-state magnetoencephalography (MEG) in healthy adults.
- Stereo-electroencephalography (SEEG) in epilepsy patients.
Main Results:
- Bistable synchronization emerged in computational models with elevated positive feedback within critical-like dynamics.
- Neuronal bistability was widespread across human neocortices (3-200 Hz) and correlated with brain criticality.
- Moderate bistability linked to better task performance in healthy individuals; excessive bistability predicted epileptic pathophysiology.
Conclusions:
- The human brain exhibits critical-like dynamics across a continuum of phase transitions, from continuous to discontinuous.
- Neuronal bistability is a pervasive feature of brain activity, dependent on frequency, neuroanatomy, and state.
- Bistability plays a functional role, with implications for cognition and neurological disorders.
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