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arXiv · 1102.4511

Global analysis of a continuum model for monotone pulse-coupled oscillators

Alexandre Mauroy·Rodolphe Sepulchre
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Abstract

We consider a continuum of phase oscillators on the circle interacting through an impulsive instantaneous coupling. In contrast with previous studies on related pulse-coupled models, the stability results obtained in the continuum limit are global. For the nonlinear transport equation governing the evolution of the oscillators, we propose (under technical assumptions) a global Lyapunov function which is induced by a total variation distance between quantile densities. The monotone time evolution of the Lyapunov function completely characterizes the dichotomic behavior of the oscillators: either the oscillators converge in finite time to a synchronous state or they asymptotically converge to an asynchronous state uniformly spread on the circle. The results of the present paper apply to popular phase oscillators models (e.g. the well-known leaky integrate-and-fire model) and draw a strong parallel between the analysis of finite and infinite populations. In addition, they provide a novel approach for the (global) analysis of pulse-coupled oscillators.

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Alexandre Mauroy, Rodolphe Sepulchre. 2012-08-14. Global analysis of a continuum model for monotone pulse-coupled oscillators. https://doi.org/10.1109/tac.2012.2229811

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