Synchronization criteria for coupled neural networks with interval time-varying delays and leakage delay

Synchronization criteria for coupled neural networks with interval time-varying delays and leakage delay

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Article ID: iaor20121885
Volume: 218
Issue: 12
Start Page Number: 6762
End Page Number: 6775
Publication Date: Feb 2012
Journal: Applied Mathematics and Computation
Authors: , , , ,
Keywords: matrices, optimization
Abstract:

This paper considers the synchronization problem for coupled neural networks with interval time‐varying delays and leakage delay. By construction of a suitable Lyapunov–Krasovskii’s functional and utilization of Finsler’s lemma, novel delay‐dependent criteria for the synchronization of the networks are established in terms of linear matrix inequalities (LMIs) which can be easily solved by various effective optimization algorithms. Two numerical examples are given to illustrate the effectiveness of the proposed methods.

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