INVESTIGADORES
CHIOTTI Omar Juan Alfredo
artículos
Título:
Novel Neural Network application to nonlinear electronic devices modeling: building a Volterra series model
Autor/es:
GEORGINA STEGMAYER,; CHIOTTI, OMAR
Revista:
INTELIGENCIA ARTIFICIAL. IBERO-AMERICAN JOURNAL OF ARTIFICIAL INTELLIGENCE
Editorial:
Asociación Española para la Inteligencia Artificial,
Referencias:
Año: 2005 vol. 9 p. 19 - 27
ISSN:
1137-3601
Resumen:
In this work we want to present a novel application of neural networka as a blak-box model, which allows representing a nonlinear behavior of a vast number of RF electronic devices with the Volterra series approximation. We propose a simple approach for the generation of the Volterra model for a device, even in the case of a nonlinearity that depends on more than one variable, which allows obtaining a general model, independient of the physical circuit.
