文章基本信息

标题：Global asymptotic stability of piecewise homogeneous Markovian jump BAM neural networks with discrete and distributed time-varying delays
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作者：Wu Wen ; Yuanhua Du ; Shouming Zhong 等
期刊名称：Advances in Difference Equations
印刷版ISSN：1687-1839
电子版ISSN：1687-1847
出版年度：2016
卷号：2016
期号：1
页码：60
DOI：10.1186/s13662-016-0758-x
语种：English
出版社：Hindawi Publishing Corporation
摘要：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.
关键词：BAM neural networks ; linear matrix inequality ; piecewise homogeneous ; Markovian jump ; distributed ; time-varying delays ; Lyapunov-Krasovskii functional