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

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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… Click to show full abstract

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.

Keywords: finite time; time output; inline formula; output; output synchronization

Journal Title: IEEE Transactions on Cybernetics
Year Published: 2021

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