کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1890400 1043817 2009 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Stability analysis of neural networks with both variable and unbounded delays
موضوعات مرتبط
مهندسی و علوم پایه فیزیک و نجوم فیزیک آماری و غیرخطی
پیش نمایش صفحه اول مقاله
Stability analysis of neural networks with both variable and unbounded delays
چکیده انگلیسی

In this paper, the stability of neural networks with both variable and unbounded delays is investigated. With simpler assumption that the activation functions are continuous and monotone non-decreasing, we employ homeomorphism techniques and Lyapunov functional to establish some sufficient conditions ensuring the global asymptotic stability and exponential stability of equilibrium of neural networks with both variable and unbounded delays. The new and useful results obtained in this paper extend and improve the existing ones in the previous literature.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Chaos, Solitons & Fractals - Volume 40, Issue 2, 30 April 2009, Pages 697–707
نویسندگان
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