Generation of various types of spatio-temporal phenomena in two-layer cellular neural networks

被引:0
作者
Yang, ZH [1 ]
Nishio, Y
Ushida, A
机构
[1] Univ Tokushima, Grad Sch Engn, Tokushima 7708506, Japan
[2] Univ Tokushima, Dept Elect & Elect Engn, Tokushima 7708506, Japan
关键词
two-layer CNN array; reaction-diffusion equation; pattern formation; autowave; classical wave;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The paper discusses the spatio-temporal phenomena in autonomous two-layer Cellular Neural Networks (CNNs) with mutually coupled templates between two layers. By computer calculations, we show how pattern formations, autowaves and classical waves can be regenerated in the networks, and describe the properties of these phenomena in detail. In particular, we focus our discussion on the necessary conditions for generating these spatio-temporal phenomena. In addition, the influences of the template parameters and initial state conditions of CNNs on the spatio-temporal phenomena are investigated.
引用
收藏
页码:864 / 871
页数:8
相关论文
共 31 条
[1]   Self-organization in a two-layer CNN [J].
Arena, P ;
Baglio, S ;
Fortuna, L ;
Manganaro, G .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 1998, 45 (02) :157-162
[2]  
Arena P, 1998, INT J CIRC THEOR APP, V26, P635, DOI 10.1002/(SICI)1097-007X(199811/12)26:6<635::AID-CTA37>3.0.CO
[3]  
2-U
[4]   CELLULAR NEURAL NETWORKS - THEORY [J].
CHUA, LO ;
YANG, L .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1988, 35 (10) :1257-1272
[5]   AUTONOMOUS CELLULAR NEURAL NETWORKS - A UNIFIED PARADIGM FOR PATTERN-FORMATION AND ACTIVE WAVE-PROPAGATION [J].
CHUA, LO ;
HASLER, M ;
MOSCHYTZ, GS ;
NEIRYNCK, J .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 1995, 42 (10) :559-577
[6]  
CHUA LO, 1995, IEEE T CIRCUITS-I, V42, P557
[7]  
Cruz J. M., 1994, Proceedings of the Third IEEE International Workshop on Cellular Neural Networks and their Applications (CNNA-94) (Cat. No.94TH0693-2), P61, DOI 10.1109/CNNA.1994.381706
[8]  
ENDO T, 1976, IEEE T CIRCUITS SYST, V23, P100, DOI 10.1109/TCS.1976.1084183
[9]  
ENDO T, 1976, IEEE T CIRCUITS SYST, V23, P517, DOI 10.1109/TCS.1976.1084257
[10]  
ENDO T, 1978, IEEE T CIRCUITS SYST, V25, P7, DOI 10.1109/TCS.1978.1084380