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Scale-Change Symmetry in the Rules Governing Neural Systems
Vidit Agrawal1, Srimoy Chakraborty1, Thomas Knöpfel2
1Department of Physics, University of Arkansas, Fayetteville, AR 72701, USA.
Iscience
|January 26, 2019
Summary
Neural dynamics may exhibit scale-change symmetry, similar to physical systems near critical phase transitions. This symmetry emerges as mice awaken from anesthesia, potentially explaining universal phenomena in the brain.
Area of Science:
- Neuroscience
- Complex Systems Physics
Background:
- Complex systems exhibit universal phenomena when governed by laws with common symmetries.
- Physical systems near critical phase transitions display scale-change symmetry, leading to universal behaviors.
- The cerebral cortex is hypothesized to operate near a critical phase transition.
Purpose of the Study:
- To test the hypothesis that the laws governing cortical dynamics obey scale-change symmetry.
- To develop a practical approach for assessing scale-change symmetry in neural dynamics.
Main Methods:
- Utilized two distinct computational models to simulate neural dynamics.
- Analyzed neural activity patterns during transitions in brain states (e.g., awakening from anesthesia).
Main Results:
- Confirmed that neural dynamical laws exhibit scale-change symmetry near a dynamical phase transition in computational models.
- Observed the emergence of scale-change symmetry as a mouse awakened from anesthesia.
Conclusions:
- Scale-change symmetry is a plausible principle governing cortical dynamics.
- This symmetry may underlie the observed universal critical phenomena across diverse neural systems.
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