An analog implementation of radial basis function network appropriate for transducer linearizer
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IEEE
Institute of Electrical and Electronics Engineers (IEEE)
Institute of Electrical and Electronics Engineers (IEEE)
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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.
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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
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42nd Midwest Symposium on Circuits and Systems, Proceedings, Vols 1 and 2. New York: IEEE, p. 1109-1112, 1999.
