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Neimark-Sacker Bifurcation Analysis for a Discrete-Time System of Two Neurons

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  • Changjin Xu

Abstract

A class of discrete-time system modelling a network with two neurons is considered. First, we investigate the global stability of the given system. Next, we study the local stability by techniques developed by Kuznetsov to discrete-time systems. It is found that Neimark-Sacker bifurcation (or Hopf bifurcation for map) will occur when the bifurcation parameter exceeds a critical value. A formula determining the direction and stability of Neimark-Sacker bifurcation by applying normal form theory and center manifold theorem is given. Finally, some numerical simulations for justifying the theoretical results are also provided.

Suggested Citation

  • Changjin Xu, 2012. "Neimark-Sacker Bifurcation Analysis for a Discrete-Time System of Two Neurons," Abstract and Applied Analysis, Hindawi, vol. 2012, pages 1-16, July.
  • Handle: RePEc:hin:jnlaaa:546356
    DOI: 10.1155/2012/546356
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