The refractory period matters: unifying mechanisms of macroscopic brain waves
Neurons and Cognition
2020-09-04 v2
Abstract
The relationship between complex, brain oscillations and the dynamics of individual neurons is poorly understood. Here we utilize Maximum Caliber, a dynamical inference principle, to build a minimal, yet general model of the collective (mean-field) dynamics of large populations of neurons. In agreement with previous experimental observations, we describe a simple, testable mechanism, involving only a single type of neuron, by which many of these complex oscillatory patterns may emerge. Our model predicts that the refractory period of neurons, which has been previously neglected, is essential for these behaviors.
Keywords
Cite
@article{arxiv.2008.04940,
title = {The refractory period matters: unifying mechanisms of macroscopic brain waves},
author = {Corey Weistuch and Lilianne R. Mujica-Parodi and Ken Dill},
journal= {arXiv preprint arXiv:2008.04940},
year = {2020}
}