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Research Article Open access CC BY 4.0

Ultimate Boundedness of Discrete-Time Uncertain Neural Networks with Leakage and Time-Varying Delays

Jiajun Hua, Danhua He

Journal of Advances in Mathematics and Computer Science · pp. 97–109 · Published 14 Aug 2021

10.9734/jamcs/2021/v36i630377

Abstract

In this paper, by using the general discrete Halanay inequalities, the techniques of inequalities and some other properties, we study the ultimate boundedness of a class of the discrete-time uncertain neural network systems and obtain several sufficient conditions to ensure the ultimate boundedness of discrete-time uncertain neural networks with leakage and time-varying delays. Finally numerical examples are given to verify the correctness of the conclusion.

Discrete-time neural network ultimate boundedness time-varying delay uncertainty

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