期刊
IEEE TRANSACTIONS ON NEURAL NETWORKS
卷 17, 期 1, 页码 250-252出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TNN.2005.860874
关键词
delayed cellular neural networks; global asymptotic stability; linear matrix inequality (LMI); S-procedure
A new Lyapunov-Krasovskii functional is constructed for delayed cellular neural networks, and the S-procedure is employed to handle the nonlinearities. An improved global asymptotic stability criterion is also derived that is a generalization of, and an improvement over, previous results. Numerical examples demonstrate the effectiveness of the criterion.
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