کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
390343 661245 2010 19 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Fuzzy hyperbolic neural network with time-varying delays
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Fuzzy hyperbolic neural network with time-varying delays
چکیده انگلیسی

In this paper, the formula of fuzzy basis functions with time-varying delays (DFBF) is firstly given. Based on the DFBF, a novel fuzzy hyperbolic neural network with time-varying delays (DFHNN) and its approximation properties are presented, respectively. By constructing an appropriate Lyapunov–Krasovskii functional, the stability of DFHNN is discussed, and some new criteria concerning the global exponential stability of DFHNN are proposed. Finally, three numerical examples are given to demonstrate the effectiveness of the obtained results.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Fuzzy Sets and Systems - Volume 161, Issue 19, 1 October 2010, Pages 2533-2551