Dynamics of two populations of phase oscillators with different frequency distributions
Yu Terada, Toshio Aoyagi

TL;DR
This paper investigates the complex dynamics of two populations of coupled phase oscillators with different frequency distributions, revealing chimera states and reducing the system to a low-dimensional model for analysis.
Contribution
It introduces a novel analysis of two interacting oscillator populations with different frequency distributions using a phase reduction approach.
Findings
Identification of chimera states with clustering and incoherence
Derivation of a low-dimensional model from the continuum limit
Confirmation of model predictions with original system behaviors
Abstract
A large variety of rhythms are observed in nature. Rhythms such as electroencephalogram signals in the brain can often be regarded as interacting. In this study, we investigate the dynamical properties of rhythmic systems in two populations of phase oscillators with different frequency distributions. We assume that the average frequency ratio between two populations closely approximates some small integer. Most importantly, we adopt a specific coupling function derived from phase reduction theory. Under some additional assumptions, the system of two populations of coupled phase oscillators reduces to a low-dimensional system in the continuum limit. Consequently, we find chimera states in which clustering and incoherent states coexist. Finally, we confirm consistent behaviors of the derived low-dimensional model and the original model.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
