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Applications of knowledge-based artificial neural network modeling to microwave components.

Authors :
Watson, P. M.
Gupta, K. C.
Mahajan, R. L.
Source :
International Journal of RF & Microwave Computer-Aided Engineering. May1999, Vol. 9 Issue 3, p254-260. 7p. 3 Diagrams, 11 Charts.
Publication Year :
1999

Abstract

This paper expands upon reported methods for utilizing prior knowledge for reducing complexity of input–output relationships that an ANN must learn. Previously, two simple methods, difference method and prior knowledge input method, were demonstrated for new model developments. This paper utilizes knowledge-based modeling techniques for novel microwave modeling applications. ©1999 John Wiley & Sons, Inc. Int J RF and Microwave CAE 9: 254–260, 1999. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10964290
Volume :
9
Issue :
3
Database :
Academic Search Index
Journal :
International Journal of RF & Microwave Computer-Aided Engineering
Publication Type :
Academic Journal
Accession number :
13360840
Full Text :
https://doi.org/10.1002/(SICI)1099-047X(199905)9:3<254::AID-MMCE9>3.0.CO;2-G