A Switching Approach to Designing Finite-Time Synchronization Controllers of Coupled Neural Networks

A Switching Approach to Designing Finite-Time Synchronization Controllers of Coupled Neural Networks

This paper is concerned with the finite-time synchronization issue of nonlinear coupled neural networks by designing a new switching pinning controller. For the fixed network topology and control strength, the newly designed controller could optimize the synchronization time by regulating a paramete...

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Veröffentlicht in:IEEE transaction on neural networks and learning systems 2016-02, Vol.27 (2), p.471-482
Hauptverfasser: Xiaoyang Liu, Housheng Su, Chen, Michael Z. Q.
Format: Artikel
Sprache:eng
Schlagworte:
Controllers
Convergence
Couplings
Finite-time synchronization (FTS)
Joining
Network topology
Networks
Neural networks
pinning control
switched controller
Switches
Switching
Switching theory
Synchronism
Synchronization
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Zusammenfassung:This paper is concerned with the finite-time synchronization issue of nonlinear coupled neural networks by designing a new switching pinning controller. For the fixed network topology and control strength, the newly designed controller could optimize the synchronization time by regulating a parameter α (0 ≤ α
ISSN:2162-237X
2162-2388
DOI:10.1109/TNNLS.2015.2448549