کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
839007 908380 2009 15 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Multistability of competitive neural networks with time-varying and distributed delays
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی (عمومی)
پیش نمایش صفحه اول مقاله
Multistability of competitive neural networks with time-varying and distributed delays
چکیده انگلیسی

In this paper, with two classes of general activation functions, we investigate the multistability of competitive neural networks with time-varying and distributed delays. By formulating parameter conditions and using inequality technique, several novel delay-independent sufficient conditions ensuring the existence of 3N3N equilibria and exponential stability of 2N2N equilibria are derived. In addition, estimations of positively invariant sets and basins of attraction for these stable equilibria are obtained. Two examples are given to show the effectiveness of our theory.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Nonlinear Analysis: Real World Applications - Volume 10, Issue 2, April 2009, Pages 928–942
نویسندگان
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