文章基本信息

标题：New Robust Stability of Uncertain Neutral-Type Neural Networks with Discrete Interval and Distributed Time-Varying Delays
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作者：Liu, Guoquan ; Yang, Simon X. ; Fu, Wei 等
期刊名称：Journal of Computers
印刷版ISSN：1796-203X
出版年度：2012
卷号：7
期号：1
页码：264-271
DOI：10.4304/jcp.7.1.264-271
语种：English
出版社：Academy Publisher
摘要：This paper develops a novel robust stability criterion for a class of uncertain neutral-type neural networks with discrete interval and distributed time-varying delays. By constructing a general form of Lyapunov-Krasovskii functional, using the linear matrix inequality (LMI) approach and introducing some free-weight matrices, the delay-dependent robust stability criteria are derived in terms of LMI. Number examples are given to illustrate the effectiveness of the proposed method.
关键词：Neural networks;Robust stability;Linear matrix inequality;Neutral-type;Lyapunov-krasoviskii functional