کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
408031 678242 2011 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Global exponential stability of neural networks with discrete and distributed delays and general activation functions on time scales
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Global exponential stability of neural networks with discrete and distributed delays and general activation functions on time scales
چکیده انگلیسی

By employing time scale calculus theory, free weighting matrix method and linear matrix inequality (LMI) approach, several delay-dependent sufficient conditions are obtained to ensure the existence, uniqueness and global exponential stability of the equilibrium point for the neural networks with both infinite distributed delays and general activation functions on time scales. Both continuous-time and discrete-time neural networks are described under the same framework by the reported method. Illustrated numerical examples are given to show the effectiveness of the theoretical analysis. It is noteworthy that the activation functions are assumed to be neither bounded nor monotone.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 74, Issue 17, October 2011, Pages 3142–3150
نویسندگان
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