کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
410544 679149 2009 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Mean square exponential stability of uncertain stochastic neural networks with time-varying delay
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Mean square exponential stability of uncertain stochastic neural networks with time-varying delay
چکیده انگلیسی

In this paper, the mean square exponential stability problem is considered for a class of uncertain stochastic neural networks with time-varying delay. By applying a novel Lemma and Lyapunov functional method, the less conservative exponential stability criteria are derived in terms of linear matrix inequalities (LMIs). Meanwhile, the exponential convergence rate can be estimated. Two numerical examples are presented to show the effectiveness and improvement of the proposed method.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 72, Issues 10–12, June 2009, Pages 2379–2384
نویسندگان
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