| Título: | On knowledge-based neural networks and neuro-space mapping |
| Autores: |
Rayas-Sánchez, José E. Zhang, Qi J. |
| Fecha: |
2013-05-21 2013-05-21 2010-06 |
| Publicador: | Instituto Tecnológico y de Estudios Superiores de Occidente - México |
| Fuente: |
 |
| Tipo: | Article |
| Tema: |
Space Mapping Electromagnetic Based Optimization Neural Networks Knowledge Based Techniques |
| Descripción: |
This article reviews the most significant milestones
in CAD methodologies for intelligent EM-based modeling and
design optimization using artificial neural networks and space
mapping. We consider knowledge-based and automatic neural
network model generation based on advanced data sampling
algorithms. Computationally efficient neural space mapping
methods for highly accurate EM-based modeling, statistical
analysis and yield estimation are described. We briefly compare
different strategies for developing suitable (input and output)
neuro-mappings. Inverse modeling exploiting neural networks is
addressed, including neural inverse space mapping optimization.
Embedded passives, microstrip filters, active devices and
waveguide structures illustrate the techniques. ITESO, A.C. |
| Idioma: | Inglés |