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Neural Computing and Applications

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01-10-2011 | Original Article

Asymptotic behavior of equilibriums of a class of impulsive bidirectional associative memory neural networks with time-varying delays

Authors: Ivanka M. Stamova, Rajcho Ilarionov, Krasimir Krustev

Published in: Neural Computing and Applications | Issue 7/2011

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Abstract

In this paper, we study the global asymptotic behavior for an impulsive bidirectional associative memory neural network with time-varying delays. The impulses are realized at fixed moments of time. The main stability criteria are proved by employing Lyapunov functions and the Razumikhin technique. An illustrative example is given to demonstrate the effectiveness of the obtained results.

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Title: Asymptotic behavior of equilibriums of a class of impulsive bidirectional associative memory neural networks with time-varying delays
Authors: Ivanka M. Stamova
Rajcho Ilarionov
Krasimir Krustev
Publication date: 01-10-2011
Publisher: Springer-Verlag
Published in: Neural Computing and Applications / Issue 7/2011
Print ISSN: 0941-0643
Electronic ISSN: 1433-3058
DOI: https://doi.org/10.1007/s00521-010-0516-z

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