期刊
ADVANCES IN DIFFERENCE EQUATIONS
卷 -, 期 -, 页码 -出版社
SPRINGEROPEN
DOI: 10.1186/s13662-016-0758-x
关键词
BAM neural networks; linear matrix inequality; piecewise homogeneous; Markovian jump; distributed; time-varying delays; Lyapunov-Krasovskii functional
资金
- National Natural Science Foundation of China [61533006, 61273015]
- Project of the key research base of Humanities and Social Sciences in Universities of Sichuan Province [NYJ20150604]
In this paper, the issue of a global asymptotic stability analysis is developed for piecewise homogeneous Markovian jump BAM neural networks with mixed time delays. By establishing the Lyapunov functional, using mode-dependent discrete delay and applying the linear matrix inequality (LMI) method, a novel sufficient condition is obtained to guarantee the stability of the considered system. A numerical example is provided to demonstrate the feasibility and effectiveness of the proposed results.
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