Phase-Amplitude Coupling in Neuronal Oscillator Networks
Neurons and Cognition
2021-06-30 v1 Dynamical Systems
Adaptation and Self-Organizing Systems
Pattern Formation and Solitons
Abstract
Phase-amplitude coupling (PAC) describes the phenomenon where the power of a high-frequency oscillation evolves with the phase of a low-frequency one. We propose a model that explains the emergence of PAC in two commonly-accepted architectures in the brain, namely, a high-frequency neural oscillation driven by an external low-frequency input and two interacting local oscillations with distinct, locally-generated frequencies. We further propose an interconnection structure for brain regions and demonstrate that low-frequency phase synchrony can integrate high-frequency activities regulated by local PAC and control the direction of information flow across distant regions.
Cite
@article{arxiv.2012.04217,
title = {Phase-Amplitude Coupling in Neuronal Oscillator Networks},
author = {Yuzhen Qin and Tommaso Menara and Danielle S. Bassett and Fabio Pasqualetti},
journal= {arXiv preprint arXiv:2012.04217},
year = {2021}
}
Comments
6 pages, 5 figures