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Neural Processing Letters

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01-10-2015

New Criteria on Delay-Dependent Robust Stability for Uncertain Markovian Stochastic Delayed Neural Networks

Authors: Huabin Chen, Jinjing Wang, Liu Wang

Published in: Neural Processing Letters | Issue 2/2015

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Abstract

This paper is mainly concerned about the problem of the robustly exponential stability of uncertain stochastic neural networks with time-varying delay and Markovian jump parameters. Some new delay-dependent stability criteria are established for the considered systems by constructing a modified Lyapunov–rasovskii functional, which are expressed in terms of linear matrix inequalities. Compared with some existing ones, our obtained results have a potential less conservatism. Finally, three illustrative numerical examples are provided to show the effectiveness of the obtained results.

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Title: New Criteria on Delay-Dependent Robust Stability for Uncertain Markovian Stochastic Delayed Neural Networks
Authors: Huabin Chen
Jinjing Wang
Liu Wang
Publication date: 01-10-2015
Publisher: Springer US
Published in: Neural Processing Letters / Issue 2/2015
Print ISSN: 1370-4621
Electronic ISSN: 1573-773X
DOI: https://doi.org/10.1007/s11063-014-9356-7

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