کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1864343 1037724 2009 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Improved result on stability analysis of discrete stochastic neural networks with time delay
موضوعات مرتبط
مهندسی و علوم پایه فیزیک و نجوم فیزیک و نجوم (عمومی)
پیش نمایش صفحه اول مقاله
Improved result on stability analysis of discrete stochastic neural networks with time delay
چکیده انگلیسی

This Letter investigates the problem of exponential stability for discrete stochastic time-delay neural networks. By defining a novel Lyapunov functional, an improved delay-dependent exponential stability criterion is established in terms of linear matrix inequality (LMI) approach. Meanwhile, the computational complexity of the newly established stability condition is reduced because less variables are involved. Numerical example is given to illustrate the effectiveness and the benefits of the proposed method.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physics Letters A - Volume 373, Issue 17, 13 April 2009, Pages 1546–1552
نویسندگان
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