Coupled three-state oscillators
T. Prager, B. Naundorf, L. Schimansky-Geier

TL;DR
This paper studies coupled stochastic three-state oscillators, revealing how different transition rules lead to either stable states or coherent oscillations, with the latter arising from a Hopf bifurcation.
Contribution
It compares two types of three-state oscillators and demonstrates how deterministic delays induce coherent oscillations via a Hopf bifurcation.
Findings
Deterministic delays cause coherent oscillations.
Poissonian transitions lead to stable states.
Hopf bifurcation explains the transition to oscillations.
Abstract
We investigate globally coupled stochastic three-state oscillators, which we consider as general models of stochastic excitable systems. We compare two situations:in the first case the transitions between the three states of each unit 1->2->3->1 are determined by Poissonian waiting time distributions. In the second case only transition 1->2 is Poissonian whereas the others are deterministic with a fixed delay. When coupled the second system shows coherent oscillations whereas the first remains in a stable stationary state. We show that the coherent oscillations are due to a Hopf-bifurcation in the dynamics of the occupation probabilities of the discrete states and discuss the bifurcation diagram.
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.
