Finite-Time Output Synchronization and H∞ Output Synchronization of Coupled Neural Networks With Multiple Output Couplings

This article investigates the finite-time output synchronization and H_{\infty } output synchronization problems for coupled neural networks with multiple output couplings (CNNMOC), respectively. By choosing appropriate state feedback controllers, several finite-time output synchronization and H_...

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Veröffentlicht in:IEEE transactions on cybernetics 2021-12, Vol.51 (12), p.6041-6053
Hauptverfasser: Wang, Jin-Liang, Wang, Qing, Wu, Huai-Ning, Huang, Tingwen
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Sprache:eng
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Zusammenfassung:This article investigates the finite-time output synchronization and H_{\infty } output synchronization problems for coupled neural networks with multiple output couplings (CNNMOC), respectively. By choosing appropriate state feedback controllers, several finite-time output synchronization and H_{\infty } output synchronization criteria are proposed for the CNNMOC. Moreover, a coupling-weight adjustment scheme is also developed to guarantee the finite-time output synchronization and H_{\infty } output synchronization of CNNMOC. Finally, two numerical examples are given to verify the effectiveness of the presented criteria.
ISSN:2168-2267
2168-2275
DOI:10.1109/TCYB.2020.2964592