کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
758361 896422 2013 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Global dissipativity of a class of BAM neural networks with time-varying and unbound delays
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی مکانیک
پیش نمایش صفحه اول مقاله
Global dissipativity of a class of BAM neural networks with time-varying and unbound delays
چکیده انگلیسی

In this paper, we study the global dissipativity of a class of BAM neural networks with both time-varying and unbound delays. Based on Lyapunov functions and inequality techniques, several algebraic criteria for the global dissipativity are obtained. And the linear matrix inequality (LMI) approach is exploited to establish sufficient easy-to-test conditions which are related to the derivative of delay for the global dissipativity. Meanwhile, the estimations of the positive invariant set, globally attractive set and globally exponential attractive set are given out. Finally, two examples are presented and analyzed to demonstrate our results.


► The research highlights of paper entitled “Global dissipativity of a class of BAM neural networks with time-varying and unbound delays” are listed as follow.
► The global dissipativity of BAM neural networks is studied.
► The detail estimations for the globally exponential attractive set are obtained.
► The time delays are unbounded but not the infinite distributed delays.
► Some sufficient conditions are in linear matrix inequality form.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Communications in Nonlinear Science and Numerical Simulation - Volume 18, Issue 9, September 2013, Pages 2562–2570
نویسندگان
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