Rhythmic behavior in a two-population mean-field Ising model

Francesca Collet, Marco Formentin, and Daniele Tovazzi
Phys. Rev. E 94, 042139 – Published 28 October 2016

Abstract

Many real systems composed of a large number of interacting components, as, for instance, neural networks, may exhibit collective periodic behavior even though single components have no natural tendency to behave periodically. Macroscopic oscillations are indeed one of the most common self-organized behavior observed in living systems. In the present paper we study some dynamical features of a two-population generalization of the mean-field Ising model with the scope of investigating simple mechanisms capable to generate rhythms in large groups of interacting individuals. We show that the system may undergo a transition from a disordered phase, where the magnetization of each population fluctuates closely around zero, to a phase in which they both display a macroscopic regular rhythm. In particular, there exists a region in the parameter space where having two groups of spins with inter- and intrapopulation interactions of different strengths suffices for the emergence of a robust periodic behavior.

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  • Received 22 June 2016
  • Revised 30 August 2016

DOI:https://doi.org/10.1103/PhysRevE.94.042139

©2016 American Physical Society

Physics Subject Headings (PhySH)

Statistical Physics & Thermodynamics

Authors & Affiliations

Francesca Collet*

  • Institute of Applied Mathematics, Delft University of Technology, Mekelweg 4, 2628 CD Delft, The Netherlands

Marco Formentin and Daniele Tovazzi

  • Dipartimento di Matematica, Università degli Studi di Padova, Via Trieste 63, 35121 Padova, Italy

  • *f.collet-1@tudelft.nl
  • formen@math.unipd.it
  • tovazzi@math.unipd.it

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Issue

Vol. 94, Iss. 4 — October 2016

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