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Dissipativity and synchronization control of fractional‐order memristive neural networks with reaction‐diffusion terms.

Authors :
Li, Wenhua
Gao, Xingbao
Li, Ruoxia
Source :
Mathematical Methods in the Applied Sciences. Dec2019, Vol. 42 Issue 18, p7494-7505. 12p.
Publication Year :
2019

Abstract

This paper deals with the dissipativity and synchronization control of fractional‐order memristive neural networks (FOMNNs) with reaction‐diffusion terms. By means of fractional Halanay inequality, Wirtinger inequality, and Lyapunov functional, some sufficient conditions are provided to ensure global dissipativity and exponential synchronization of FOMNNs with reaction‐diffusion terms, respectively. The underlying model and the obtained results are more general since the reaction‐diffusion terms are first introduced into FOMNNs. The given conditions are easy to be checked, and the correctness of the obtained results is confirmed by a living example. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01704214
Volume :
42
Issue :
18
Database :
Academic Search Index
Journal :
Mathematical Methods in the Applied Sciences
Publication Type :
Academic Journal
Accession number :
139742905
Full Text :
https://doi.org/10.1002/mma.5873