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Discontinuity, Nonlinearity, and Complexity

Dimitry Volchenkov (editor), Dumitru Baleanu (editor)

Dimitry Volchenkov(editor)

Mathematics & Statistics, Texas Tech University, 1108 Memorial Circle, Lubbock, TX 79409, USA

Email: dr.volchenkov@gmail.com

Dumitru Baleanu (editor)

Cankaya University, Ankara, Turkey; Institute of Space Sciences, Magurele-Bucharest, Romania

Email: dumitru.baleanu@gmail.com


Stability Analysis of Nonlinear Systems with Impulsive Perturbations: Application to Hopfield Neural Networks

Discontinuity, Nonlinearity, and Complexity 12(4) (2023) 789--801 | DOI:10.5890/DNC.2023.12.006

Mondher Benjemaa, Wided Gouadri, Mohamed Ali Hammami

Department of Mathematics, Faculty of Sciences of Sfax, University of Sfax, Tunisia

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Abstract

In this paper, we provide some sufficient conditions for the asymptotic stability of solutions of nonlinear dynamic systems with impulsive perturbations by using some inequality of Gronwall type. Practical exponential stability is also investigated for a class of perturbed impulsive systems. Several numerical examples are provided to demonstrate the effectiveness of the theoretical results. Furthermore, Hopfield neural networks system is discussed as an application.

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