A generalized Chua cell for realizing any continuous n-segment piecewise-linear function

Citation
M. Bucolo et al., A generalized Chua cell for realizing any continuous n-segment piecewise-linear function, INT J B CH, 11(9), 2001, pp. 2517-2527
Citations number
5
Categorie Soggetti
Multidisciplinary
Journal title
INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS
ISSN journal
02181274 → ACNP
Volume
11
Issue
9
Year of publication
2001
Pages
2517 - 2527
Database
ISI
SICI code
0218-1274(200109)11:9<2517:AGCCFR>2.0.ZU;2-D
Abstract
In this letter it is proven that any piecewise-linear (PWL) function can be realized as the sum of a definite number of basic PWL functions, like that implemented in the classical Cellular Neural Network (CNN) structure by L. Chua. This allows us to consider the basic Chua's PWL function as a fundam ental unit to build up a generic PWL function and, thus, to extend the clas s of nonlinear dynamics that can be realized by CNNs to a more wide class i ncluding PWL approximation of any nonlinearity. Moreover, an example of the cell realization of such a CNN is reported.