کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
758818 896452 2011 20 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
LMI conditions for stability of impulsive stochastic Cohen–Grossberg neural networks with mixed delays
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی مکانیک
پیش نمایش صفحه اول مقاله
LMI conditions for stability of impulsive stochastic Cohen–Grossberg neural networks with mixed delays
چکیده انگلیسی

In this paper, the global asymptotic stability of impulsive stochastic Cohen–Grossberg neural networks with mixed delays is investigated by using Lyapunov–Krasovskii functional method and the linear matrix inequality (LMI) technique. The mixed time delays comprise both the multiple time-varying and continuously distributed delays. Some new sufficient conditions are obtained to guarantee the global asymptotic stability of the addressed model in the stochastic sense using the powerful MATLAB LMI toolbox. The results extend and improve the earlier publications. Two numerical examples are given to illustrate the effectiveness of our results.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Communications in Nonlinear Science and Numerical Simulation - Volume 16, Issue 1, January 2011, Pages 435–454
نویسندگان
, ,