کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
404231 677400 2012 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Complete stability of cellular neural networks with unbounded time-varying delays
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Complete stability of cellular neural networks with unbounded time-varying delays
چکیده انگلیسی

In this paper, we are concerned with the delayed cellular neural networks (DCNNs) in the case that the time-varying delays are unbounded. Under some conditions, it shows that the DCNNs can exhibit 3n3n equilibrium points. Then, we track the dynamics of u(t)(t>0)u(t)(t>0) in two cases with respect to different types of subset regions in which u(0)u(0) is located. It concludes that every solution trajectory u(t)u(t) would converge to one of the equilibrium points despite the time-varying delays, that is, the delayed cellular neural networks are completely stable. The method is novel and the results obtained extend the existing ones. In addition, two illustrative examples are presented to verify the effectiveness of our results.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neural Networks - Volume 36, December 2012, Pages 11–17
نویسندگان
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