کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
408668 679038 2010 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Dynamics of high-order Hopfield neural networks with time delays
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Dynamics of high-order Hopfield neural networks with time delays
چکیده انگلیسی

In this paper, the global exponential stability and the existence of periodic solution are studied for a class of high-order Hopfield neural networks (HHNNs) with time delays by employing Lyapunov method and linear matrix inequality (LMI) technique. Several simple sufficient conditions are given ensuring global exponential stability and the existence of periodic solution of HHNNs. The obtained results improve some previous works and do not require the symmetry of weight matrix. Finally, two illustrative examples are given to demonstrate the effectiveness of the obtained results.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 73, Issues 4–6, January 2010, Pages 820–826
نویسندگان
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