IEEE Trans Cybern. 2021 Dec;51(12):6041-6053. doi: 10.1109/TCYB.2020.2964592. Epub 2021 Dec 22.
This article investigates the finite-time output synchronization and H 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 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 output synchronization of CNNMOC. Finally, two numerical examples are given to verify the effectiveness of the presented criteria.
本文分别研究了具有多重输出耦合(CNNMOC)的耦合神经网络的有限时间输出同步和 H 输出同步问题。通过选择适当的状态反馈控制器,为 CNNMOC 提出了几个有限时间输出同步和 H 输出同步准则。此外,还开发了一种耦合权重调整方案,以保证 CNNMOC 的有限时间输出同步和 H 输出同步。最后,给出了两个数值示例来验证所提出准则的有效性。