کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1861476 1530619 2010 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A novel delay-dependent criterion for delayed neural networks of neutral type
موضوعات مرتبط
مهندسی و علوم پایه فیزیک و نجوم فیزیک و نجوم (عمومی)
پیش نمایش صفحه اول مقاله
A novel delay-dependent criterion for delayed neural networks of neutral type
چکیده انگلیسی

This Letter considers a robust stability analysis method for delayed neural networks of neutral type. By constructing a new Lyapunov functional, a novel delay-dependent criterion for the stability is derived in terms of LMIs (linear matrix inequalities). A less conservative stability criterion is derived by using nonlinear properties of the activation function of the neural networks. Two numerical examples are illustrated to show the effectiveness of the proposed method.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physics Letters A - Volume 374, Issues 17–18, 12 April 2010, Pages 1843–1848
نویسندگان
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