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 |
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Hauptverfasser: | , , , |
Format: | Artikel |
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. |
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ISSN: | 2168-2267 2168-2275 |
DOI: | 10.1109/TCYB.2020.2964592 |