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Sufficient and necessary conditions for global attractivity and stability of a class of discrete Hopfield-type neural networks with time delays

  • Received: 19 January 2019 Accepted: 05 May 2019 Published: 30 May 2019
  • In this paper, a class of discrete Hopfield-type neural networks with time delays is considered. Sufficient and necessary conditions for global attractivity and stability of the equilibrium of the discrete Hopfield-type neural networks are given by using a class of n-dimensional nonlinear algebraic equations and M-matrix theory.

    Citation: Yanjie Hong, Wanbiao Ma. Sufficient and necessary conditions for global attractivity and stability of a class of discrete Hopfield-type neural networks with time delays[J]. Mathematical Biosciences and Engineering, 2019, 16(5): 4936-4946. doi: 10.3934/mbe.2019249

    Related Papers:

  • In this paper, a class of discrete Hopfield-type neural networks with time delays is considered. Sufficient and necessary conditions for global attractivity and stability of the equilibrium of the discrete Hopfield-type neural networks are given by using a class of n-dimensional nonlinear algebraic equations and M-matrix theory.


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