Robust stability of cellular neural networks with delay: linear matrix inequality approach

被引：175
作者：
Singh, V [1 ]
机构：
[1] Atilim Univ, Dept Elect Elect Engn, TR-06836 Ankara, Turkey
来源：
IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS | 2004年 / 151卷 / 01期
关键词：
D O I：
10.1049/ip-cta:20040091
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
A criterion for the global asymptotic stability and uniqueness of the equilibrium point of uncertain cellular neural networks with delay is presented. The uncertainties are assumed to be norm-bounded. The criterion is computationally efficient, since it is in the form of a linear matrix inequality.
引用
收藏
页码：125 / 129
页数：5
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[31]   Novel robust stability criteria for interval-delayed Hopfield neural networks [J].
Liao, XF ;
Wong, KW ;
Wu, ZF ;
Chen, GR .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 2001, 48 (11) :1355-1359
[32]   Robust stability for interval Hopfield neural networks with time delay [J].
Liao, XF ;
Yu, JB .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 1998, 9 (05) :1042-1045
[33]   Novel stability conditions for cellular neural networks with time delay [J].
Liao, XF ;
Wong, KW ;
Yu, JB .
INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2001, 11 (07) :1853-1864
[34]   A new approach to stability of neural networks with time-varying delays [J].
Peng, JG ;
Qiao, H ;
Xu, ZB .
NEURAL NETWORKS, 2002, 15 (01) :95-103
[35]   Some stability criteria for cellular neural networks with sigmoidal nonlinearities [J].
Perfetti, R .
ELECTRONICS LETTERS, 1999, 35 (03) :227-228
[36]   STABILITY AND DYNAMICS OF DELAY-TYPE GENERAL AND CELLULAR NEURAL NETWORKS [J].
ROSKA, T ;
WU, CW ;
BALSI, M ;
CHUA, LO .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 1992, 39 (06) :487-490
[37]   STABILITY OF CELLULAR NEURAL NETWORKS WITH DOMINANT NONLINEAR AND DELAY-TYPE TEMPLATES [J].
ROSKA, T ;
WU, CW ;
CHUA, LO .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 1993, 40 (04) :270-272
[38]  
ROSKA T, 1990, P IEEE INT WORKSH CE, P127, DOI DOI 10.1109/CNNA.1990.207516
[39]   Stability analysis of analogue neural networks [J].
Su, J ;
Hu, AQ ;
He, ZY .
ELECTRONICS LETTERS, 1997, 33 (06) :506-507
[40]   A new sufficient condition for complete stability of cellular neural networks with delay [J].
Takahashi, N .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 2000, 47 (06) :793-799
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