Title of article
Fuzzy hyperbolic neural network with time-varying delays
Author/Authors
Wang، نويسنده , , Gang and Zhang، نويسنده , , Huaguang and Chen، نويسنده , , Bing and Tong، نويسنده , , Shaocheng، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2010
Pages
19
From page
2533
To page
2551
Abstract
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.
Keywords
Fuzzy basis functions , Global exponential stability , Fuzzy hyperbolic neural networks , Lyapunov–Krasovskii functional , Time-varying delays
Journal title
FUZZY SETS AND SYSTEMS
Serial Year
2010
Journal title
FUZZY SETS AND SYSTEMS
Record number
1601187
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