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Indexed by:期刊论文

Date of Publication:2017-06-01

Journal:IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS

Included Journals:SCIE、EI、ESI高被引论文、Scopus

Volume:47

Issue:6

Page Number:885-892

ISSN No.:2168-2216

Key Words:Adaptive feedback control; module-phase synchronization; time delay; topology identification

Abstract: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.