Neural Field Dynamics with Heterogeneous Connection Topology

Murad R. Qubbaj and Viktor K. Jirsa
Phys. Rev. Lett. 98, 238102 – Published 7 June 2007

Abstract

Neural fields receive inputs from local and nonlocal sources. Notably in a biologically realistic architecture the latter vary under spatial translations (heterogeneous), the former do not (homogeneous). To understand the mutual effects of homogeneous and heterogeneous connectivity, we study the stability of the steady state activity of a neural field as a function of its connectivity and transmission speed. We show that myelination, a developmentally relevant change of the heterogeneous connectivity, always results in the stabilization of the steady state via oscillatory instabilities, independent of the local connectivity. Nonoscillatory instabilities are shown to be independent of any influences of time delay.

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  • Received 21 January 2007

DOI:https://doi.org/10.1103/PhysRevLett.98.238102

©2007 American Physical Society

Authors & Affiliations

Murad R. Qubbaj1 and Viktor K. Jirsa1,2,3

  • 1Department of Physics, Florida Atlantic University, Boca Raton, Florida 33431, USA
  • 2Theoretical Neuroscience Group, Institut Mouvement and Perception UMR6152 CNRS, F-13288 Marseille, France
  • 3Center for Complex Systems and Brain Sciences, Florida Atlantic University, Boca Raton, Florida 33431, USA

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Issue

Vol. 98, Iss. 23 — 8 June 2007

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