کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
838914 | 908374 | 2007 | 8 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Exponential stability analysis of uncertain stochastic neural networks with multiple delays
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
سایر رشته های مهندسی
مهندسی (عمومی)
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Exponential stability analysis of uncertain stochastic neural networks with multiple delays Exponential stability analysis of uncertain stochastic neural networks with multiple delays](/preview/png/838914.png)
چکیده انگلیسی
This paper addresses the stability analysis problem for stochastic neural networks with parameter uncertainties and multiple time delays. The delays are time varying, and the parameter uncertainties are assumed to be norm bounded. A sufficient condition is derived such that for all admissible uncertainties, the considered neural network is globally exponentially stable in the mean square. The stability criterion is formulated by means of the feasibility of a linear matrix inequality (LMI), which can be easily checked in practice. Finally, a numerical example is provided to illustrate the proposed result.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Nonlinear Analysis: Real World Applications - Volume 8, Issue 2, April 2007, Pages 646–653
Journal: Nonlinear Analysis: Real World Applications - Volume 8, Issue 2, April 2007, Pages 646–653
نویسندگان
He Huang, Jinde Cao,