4.7 Article

Fractional-order excitable neural system with bidirectional coupling

期刊

NONLINEAR DYNAMICS
卷 87, 期 4, 页码 2219-2233

出版社

SPRINGER
DOI: 10.1007/s11071-016-3185-3

关键词

Morris-Lecar neural model; Fractional-order dynamics; Stability analysis; Bidirectional coupling; Synaptic coupling; Synchronization

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Fractional-order dynamics is applicable to biological excitable systems with strong interactions or systems with long-term memory effect. The activity of neural membrane voltage depends on the long-range correlations of ionic conductances. Such a behavior of the membrane voltage with long-range correlation can be better described with a fractional-order dynamics. A fractional-order coupled modified three-dimensional (3D) Morris-Lecar (M-L) neural system has been presented to show the variations in the firing patterns from resting state oscillatory pattern bursting and the synchronous behavior by designing a bidirectional coupling mechanism. The fractional exponents are lying between 0 and 1. The predominant controller of the changes of firing behavior is the fractional exponent. The stability of synchronization and nature of the fractional system dynamics have been analyzed. To make the investigations more convincing and biologically plausible, we consider a network of M-L oscillators with bidirectional synaptic coupling functions using global type connections and present the effectiveness of the coupling scheme.

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