کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
838871 908372 2009 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Stability properties for Hopfield neural networks with delays and impulsive perturbations
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی (عمومی)
پیش نمایش صفحه اول مقاله
Stability properties for Hopfield neural networks with delays and impulsive perturbations
چکیده انگلیسی

In this paper, we consider the uniform asymptotic stability, global asymptotic stability and global exponential stability of the equilibrium point of Hopfield neural networks with delays and impulsive perturbation. Some new stability criteria for such system are derived by using the Lyapunov functional method and the linear matrix inequality approach. The results are related to the size of delays and impulses. Our results are less restrictive and conservative than that given in some earlier references. Finally, two numerical examples showing the effectiveness of the present criteria are given.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Nonlinear Analysis: Real World Applications - Volume 10, Issue 5, October 2009, Pages 3253–3265
نویسندگان
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