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Neural Processing Letters
Published in: Neural Processing Letters 1/2018

11-11-2017

Solitary Wave and Periodic Wave Solutions of Generalized Neutral-Type Neural Networks with Delays

Authors: Fanchao Kong, Shiping Lu, Zhiguo Luo

Published in: Neural Processing Letters | Issue 1/2018

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Abstract

In this paper, we are concerned with the generalized neutral-type neural networks with delays. By employing the continuation theorem and some analysis techniques, several sufficient conditions of the existence of solitary wave and periodic wave solutions for the considered neural networks are proposed. Moreover, we also consider the asymptotic behavior results of periodic wave solutions via the Lyapunov function. Finally, a numerical example is given to illustrate the effectiveness of our obtained results.
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Metadata
Title
Solitary Wave and Periodic Wave Solutions of Generalized Neutral-Type Neural Networks with Delays
Authors
Fanchao Kong
Shiping Lu
Zhiguo Luo
Publication date
11-11-2017
Publisher
Springer US
Published in
Neural Processing Letters / Issue 1/2018
Print ISSN: 1370-4621
Electronic ISSN: 1573-773X
DOI
https://doi.org/10.1007/s11063-017-9747-7

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