4.6 Article

Fold-flip bifurcation analysis on a class of discrete-time neural network

Journal

NEURAL COMPUTING & APPLICATIONS
Volume 22, Issue 2, Pages 375-381

Publisher

SPRINGER
DOI: 10.1007/s00521-011-0699-y

Keywords

Fold-flip bifurcation; Neimark-Sacker bifurcation; Neural network

Funding

  1. National Natural Science Foundation of China [60974020]
  2. Fundamental Research Funds for the Central Universities of China [CDJZR10 18 55 01]

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This paper reports fold-flip bifurcation on a class of discrete-time neural network. Sufficient conditions are given to demonstrate fold-flip bifurcation. By performing linear and nonlinear transformation, the normal form and versal unfolding are derived to obtain the bifurcation diagrams of the truncated normal form such as fold bifurcation, flip bifurcation, and the Neimark-Sacker bifurcation of the period-2 cycle. Some numerical simulations are given to support the analytic results.

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