کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4976068 1365604 2010 15 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Synchronization of stochastic perturbed chaotic neural networks with mixed delays
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
پیش نمایش صفحه اول مقاله
Synchronization of stochastic perturbed chaotic neural networks with mixed delays
چکیده انگلیسی
In this paper, we study the synchronization problem of a class of chaotic neural networks with time-varying delays and unbounded distributed delays under stochastic perturbations. By using Lyapunov-Krasovskii functional, drive-response concept, output coupling with delay feedback and linear matrix inequality (LMI) approach, we obtain some sufficient conditions in terms of LMIs ensuring the exponential synchronization of the addressed neural networks. The feedback controllers can be easily obtained by solving the derived LMIs. Moreover, the main results are generalizations of some recent results reported in the literature. A numerical example is also provided to demonstrate the effectiveness and applicability of the obtained results.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of the Franklin Institute - Volume 347, Issue 7, September 2010, Pages 1266-1280
نویسندگان
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