Software implementation of space mapping based neuromodels of microwave components
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Fecha
2000-04
Autores
Bandler, John W.
Rayas-Sánchez, José E.
Zhang, Qi J.
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Editor
Micronet Annual Workshop
Resumen
Descripción
We present novel realizations of SM based neuromodels of microwave components using available software. In the SM based neuromodeling techniques a neural network is used to implement a mapping from the electromagnetic to the circuit-theoretic input space. The implicit knowledge in the circuit model allows us to decrease not only the number of learning points needed, but also the complexity of the neural network and to improve the generalization performance. A Frequency Space Mapped Neuromodel (FSMN) of a microstrip right angle bend is implemented using NeuroModeler, and entered into ADS as a library component through an ADS plug-in module.
Palabras clave
CAD, Microwave Modeling, Surrogate Modeling, Space Mapping, Software, Neuromodeler
Citación
Bandler, J.W; Rayas-Sánchez, J.E. and Zhang, Q.J. (2000) “Software implementation of space mapping based neuromodels of microwave components,” in Micronet Annual Workshop, Ottawa, ON, Apr., pp. 67-68.