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Global synchronization of complex-valued neural networks with unbounded time-varying delays.

Authors :
Sheng, Yin
Gong, Haoyu
Zeng, Zhigang
Source :
Neural Networks. May2023, Vol. 162, p309-317. 9p.
Publication Year :
2023

Abstract

This paper investigates global synchronization of complex-valued neural networks (CVNNs) with unbounded time-varying delays. By applying analytical method and inequality techniques, an algebraic criterion is established to ensure global synchronization of the CVNNs via a devised feedback controller, which generalizes some existing outcomes. Finally, two numerical simulations and one application in image encryption are provided to verify the effectiveness of the theoretical results. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
08936080
Volume :
162
Database :
Academic Search Index
Journal :
Neural Networks
Publication Type :
Academic Journal
Accession number :
163229535
Full Text :
https://doi.org/10.1016/j.neunet.2023.02.041