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Cooperative behavior between oscillatory and excitable units: the peculiar role of positive coupling-frequency correlations
Authors:Bernard?Sonnenschein  mailto:sonne@physik.hu-berlin.de"   title="  sonne@physik.hu-berlin.de"   itemprop="  email"   data-track="  click"   data-track-action="  Email author"   data-track-label="  "  >Email author,Thomas K. DM.?Peron,Francisco A.?Rodrigues,Jürgen?Kurths,Lutz?Schimansky-Geier
Affiliation:1.Department of Physics,Humboldt-Universit?t zu Berlin,Berlin,Germany;2.Bernstein Center for Computational Neuroscience Berlin, Philippstrasse 13,Berlin,Germany;3.Instituto de Física de S?o Carlos, Universidade de S?o Paulo,S?o Carlos,Brazil;4.Departamento de Matemática Aplicada e Estatística, Instituto de Ciências Matemáticas e de Computa??o, Universidade de S?o Paulo,S?o Carlos,Brazil
Abstract:
We study the collective dynamics of noise-driven excitable elements, so-called active rotators. Crucially here, the natural frequencies and the individual coupling strengths are drawn from some joint probability distribution. Combining a mean-field treatment with a Gaussian approximation allows us to find examples where the infinite-dimensional system is reduced to a few ordinary differential equations. Our focus lies in the cooperative behavior in a population consisting of two parts, where one is composed of excitable elements, while the other one contains only self-oscillatory units. Surprisingly, excitable behavior in the whole system sets in only if the excitable elements have a smaller coupling strength than the self-oscillating units. In this way positive local correlations between natural frequencies and couplings shape the global behavior of mixed populations of excitable and oscillatory elements.
Keywords:
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