Landau-Ginzburg theory of cortex dynamics: Scale-free avalanches emerge at the edge of synchronization
Abstract
The human cortex operates in a state of restless activity, the meaning and functionality of which are still not understood. A fascinating, though controversial, hypothesis, partially backed by empirical evidence, suggests that the cortex might work at the edge of a phase transition, from which important functional advantages stem. However, the nature of such a transition remains elusive. Here, we adopt ideas from the physics of phase transitions to construct a general (Landau-Ginzburg) theory of cortical networks, allowing us to analyze their possible collective phases and phase transitions. We conclude that the empirically reported scale-invariant avalanches can possibly come about if the cortex operated at the edge of a synchronization phase transition, at which neuronal avalanches and incipient oscillations coexist.
- Publication:
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Proceedings of the National Academy of Science
- Pub Date:
- February 2018
- DOI:
- arXiv:
- arXiv:1801.10356
- Bibcode:
- 2018PNAS..115E1356D
- Keywords:
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- Quantitative Biology - Neurons and Cognition;
- Condensed Matter - Statistical Mechanics;
- Nonlinear Sciences - Adaptation and Self-Organizing Systems;
- Physics - Computational Physics
- E-Print:
- Pre-print version of the paper published in Proc. Natl. Acad. Sci. USA