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Neural Processing Letters

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27-07-2020

Finite/Fixed-Time Bipartite Synchronization of Coupled Delayed Neural Networks Under a Unified Discontinuous Controller

Authors: Haocong Wu, Xia Wang, Xiaoyang Liu, Jinde Cao

Published in: Neural Processing Letters | Issue 2/2020

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Abstract

This paper considers the finite-time and fixed-time bipartite synchronization (FFTBS) of coupled delayed neural networks (CDNNs) under signed graphs. For the structurally balanced or unbalanced network topology, both the goals of FFTBS of CDNNs are achieved simultaneously by a unified discontinuous controller. Some sufficient criterion are obtained to ensure the FFTBS under the new designed protocols, and the corresponding settling times are estimated as well. Finally, two simulations are established to verify the validity and effectiveness of the designs.

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Title: Finite/Fixed-Time Bipartite Synchronization of Coupled Delayed Neural Networks Under a Unified Discontinuous Controller
Authors: Haocong Wu
Xia Wang
Xiaoyang Liu
Jinde Cao
Publication date: 27-07-2020
Publisher: Springer US
Published in: Neural Processing Letters / Issue 2/2020
Print ISSN: 1370-4621
Electronic ISSN: 1573-773X
DOI: https://doi.org/10.1007/s11063-020-10308-6

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