DocumentCode
1408282
Title
An approach to information propagation in 1-D cellular neural networks. II. Global propagation
Author
Setti, Gianluca ; Thiran, Patrick ; Serpico, Claudio
Author_Institution
Dipt. di Elettronica Inf. e Sistemistica, Bologna Univ., Italy
Volume
45
Issue
8
fYear
1998
fDate
8/1/1998 12:00:00 AM
Firstpage
790
Lastpage
811
Abstract
For pt.I see P. Thiran et al., ibid., vol.45, no.8, pp.777-89 (1998). This second of two papers studies how and when a global propagation of information, introduced as initial condition, is possible through a one-dimensional (1-D) Cellular Neural Network (CNN) with connections between nearest neighbors only. We will focus on circular arrays, which have the most regular structure, we will show that periodic solutions exist, and we will compute one of them analytically. We will also study their stability
Keywords
cellular neural nets; circular array; global propagation; information propagation; initial condition; lattice dynamics; one-dimensional cellular neural network; stability; Cellular networks; Cellular neural networks; Intelligent networks; Lattices; Nearest neighbor searches; Neural networks; Nonlinear equations; Periodic structures; Piecewise linear techniques; Stability;
fLanguage
English
Journal_Title
Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on
Publisher
ieee
ISSN
1057-7122
Type
jour
DOI
10.1109/81.704820
Filename
704820
Link To Document