DocumentCode
1365558
Title
Estimation of the basin of attractions in CNNs
Author
Mladenov, V.M. ; Leenaerts, D.M.W. ; Uhlmann, F.H.
Author_Institution
Inst. fur Allgem. und Theor. Elektrotech., Tech. Hochschule Ilmenau, Germany
Volume
45
Issue
5
fYear
1998
fDate
5/1/1998 12:00:00 AM
Firstpage
571
Lastpage
574
Abstract
A technique is discussed in order to find an estimation of the basin of attraction for each stable equilibrium point in cellular neural networks. The technique is based on the determination of the direction of the trajectories for each of the regions in which the state space is divided via the piecewise linear output function of each cell
Keywords
asymptotic stability; cellular neural nets; estimation theory; piecewise-linear techniques; state-space methods; CNN; basin of attractions; cellular neural networks; estimation; piecewise linear output function; stable equilibrium point; Books; Cellular neural networks; Chaos; Intelligent networks; Neural networks; Nonlinear dynamical systems; Orbits; Piecewise linear techniques; State estimation; State-space methods;
fLanguage
English
Journal_Title
Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on
Publisher
ieee
ISSN
1057-7122
Type
jour
DOI
10.1109/81.668869
Filename
668869
Link To Document