Regression and ANN models for electronic circuit design

This paper presents a methodology to design and to predict the behaviour of electronic circuits, which combines artificial neural networks and design of experiments. This methodology can be used to model output variables in electronic circuits either with similar features to the circuit configuratio...

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Detalles Bibliográficos
Autores: Dieste Velasco, Mª Isabel, Diez Mediavilla, Montserrat, Alonso Tristán, Cristina
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2018
País:España
Institución:Universidad de Burgos (UBU)
Repositorio:Repositorio Institucional de la Universidad de Burgos (RIUBU)
OAI Identifier:oai:riubu.ubu.es:10259/4872
Acceso en línea:http://hdl.handle.net/10259/4872
Access Level:acceso abierto
Palabra clave:Electrotecnia
Electrical engineering
Descripción
Sumario:This paper presents a methodology to design and to predict the behaviour of electronic circuits, which combines artificial neural networks and design of experiments. This methodology can be used to model output variables in electronic circuits either with similar features to the circuit configuration that is analysed in this study or with more complex configurations in order to improve the process of electronic circuit design.