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Periodicity of impulsive Cohen–Grossberg-type fuzzy neural networks with hybrid delays.

Authors :
Meng, Fangru
Li, Kelin
Zhao, Zhenjiang
Song, Qiankun
Liu, Yurong
Alsaadi, Fuad E.
Source :
Neurocomputing. Nov2019, Vol. 368, p153-162. 10p.
Publication Year :
2019

Abstract

In this paper, the periodicity of a class of impulsive Cohen–Grossberg-type fuzzy neural networks with hybrid delays is investigated. By applying integro-differential inequality with delays, the Lyapunov function, the Poincare map and the fixed point theory, we obtained some new sufficient conditions which guarantees the existence of periodic solutions and global exponential stability of the formulated system. Three numerical examples are given to show the effectiveness and generality of our method. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09252312
Volume :
368
Database :
Academic Search Index
Journal :
Neurocomputing
Publication Type :
Academic Journal
Accession number :
139096977
Full Text :
https://doi.org/10.1016/j.neucom.2019.08.057