An analog implementation of radial basis function network appropriate for transducer linearizer
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Data
1999-01-01
Autores
Orientador
Coorientador
Pós-graduação
Curso de graduação
Título da Revista
ISSN da Revista
Título de Volume
Editor
IEEE
Tipo
Trabalho apresentado em evento
Direito de acesso
Acesso aberto
Resumo
A circuit for transducer linearizer tasks have been designed and built using discrete components and it implements by: a Radial Basis Function Network (RBFN) with three basis functions. The application in a linearized thermistor showed that the network has good approximation capabilities. The circuit advantages is the amplitude, width and center.
Descrição
Palavras-chave
Approximation theory, Function evaluation, Integrated circuit testing, Mathematical models, MOSFET devices, Neural networks, Operational amplifiers, Thermistors, Transconductance, Linearized thermistor, Mean squared error, Operational transconductance amplifier, Radial basis function network, Transducer linearizer, Transducers
Idioma
Inglês
Como citar
42nd Midwest Symposium on Circuits and Systems, Proceedings, Vols 1 and 2. New York: IEEE, p. 1109-1112, 1999.
