Practical stability criteria for cellular neural networks

被引:8
作者
Civalleri, PP
Gilli, M
机构
[1] Cattedra di Elettrotecnica, Dipartimento di Elettronica, Politecnico di Torino, I-10129 Torino
关键词
cellular neural nets; stability criteria;
D O I
10.1049/el:19970640
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
New sufficient conditions for the existence of stable equilibrium points in cellular neural networks (CNNs), described by space-invariant templates, are presented. Extensive simulations have shown that such conditions also guarantee the complete stability of the network.
引用
收藏
页码:970 / 971
页数:2
相关论文
共 9 条
[1]  
Arik S, 1996, INT J CIRC THEOR APP, V24, P269, DOI 10.1002/(SICI)1097-007X(199605/06)24:3<269::AID-CTA915>3.0.CO
[2]  
2-L
[3]   CELLULAR NEURAL NETWORKS - THEORY [J].
CHUA, LO ;
YANG, L .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1988, 35 (10) :1257-1272
[4]   ON THE UNIVERSE OF STABLE CELLULAR NEURAL NETWORKS [J].
CHUA, LO ;
WU, CW .
INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, 1992, 20 (05) :497-517
[5]   THE CNN PARADIGM [J].
CHUA, LO ;
ROSKA, T .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 1993, 40 (03) :147-156
[6]   STABILITY OF CELLULAR NEURAL NETWORKS AND DELAYED CELLULAR NEURAL NETWORKS WITH NONPOSITIVE TEMPLATES AND NONMONOTONIC OUTPUT FUNCTIONS [J].
GILLI, M .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 1994, 41 (08) :518-528
[7]   A NEW PARAMETER RANGE FOR THE STABILITY OF OPPOSITE-SIGN CELLULAR NEURAL NETWORKS [J].
JOY, MP ;
TAVSANOGLU, V .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 1993, 40 (03) :204-207
[8]   ON THE STABILITY ANALYSIS OF CELLULAR NEURAL NETWORKS [J].
SAVACI, FA ;
VANDEWALLE, J .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 1993, 40 (03) :213-215
[9]   INFLUENCE OF BOUNDARY-CONDITIONS ON THE BEHAVIOR OF CELLULAR NEURAL NETWORKS [J].
THIRAN, P .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 1993, 40 (03) :207-212