4.5 Article

Neutral impulsive shunting inhibitory cellular neural networks with time-varying coefficients and leakage delays

Journal

COGNITIVE NEURODYNAMICS
Volume 10, Issue 6, Pages 573-591

Publisher

SPRINGER
DOI: 10.1007/s11571-016-9405-1

Keywords

Piecewise pseudo almost-periodic functions; Impulsive shunting inhibitory cellular neural networks; Exponential stability; Mixed delays; Leakage delays

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In this article, we consider a class of neutral impulsive shunting inhibitory cellular neural networks with time varying coefficients and leakage delays. We study the existence and the exponential stability of the piecewise differentiable pseudo almost-periodic solutions and establish sufficient conditions for the existence and exponential stability of such solutions. An example is provided to illustrate the theory developed in this work.

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