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论文类型：期刊论文

发表时间：2017-06-01

发表刊物：IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS

收录刊物：SCIE、EI、ESI高被引论文、Scopus

卷号：47

期号：6

页面范围：885-892

ISSN号：2168-2216

关键字：Adaptive feedback control; module-phase synchronization; time delay; topology identification

摘要：This paper presents the module-phase synchronization for a class of neural networks with weights identification and time delays. In module-phase synchronization, complex-valued node states are taken into consideration. The topology weights considered here are uncertain and the time delays are bounded. By constructing a Lyapunov-Krasovskii functional and employing adaptive feedback control, sufficient conditions for module-phase synchronization are derived. After the general synchronization theory, the synchronization with topology identification is discussed. Finally, pertinent examples are given to demonstrate the effectiveness of the obtained results.