کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
842208 908528 2009 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Almost periodic solutions of recurrent neural networks with continuously distributed delays
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی (عمومی)
پیش نمایش صفحه اول مقاله
Almost periodic solutions of recurrent neural networks with continuously distributed delays
چکیده انگلیسی

In this paper, a class of recurrent neural networks with continuously distributed delays is discussed. Without resorting to the theory of exponential dichotomy, several new sufficient conditions are obtained ensuring the existence of an almost periodic solution for this model based on a special functional and analysis technique. Moreover, by constructing suitable Lyapunov functions, the attractivity and exponential stability of the almost periodic solution are also considered for the system. The results obtained are helpful to design globally stable almost periodic oscillatory neural networks. A numerical example is given to show the feasibility of the results obtained.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Nonlinear Analysis: Theory, Methods & Applications - Volume 71, Issue 12, 15 December 2009, Pages 6097–6108
نویسندگان
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