1996 · 20 citations · 7 references
EngineeringElectrical EngineeringCircuit TheoryMicroelectronicsPower ElectronicsDevice ModelingDevice SimulationElectrical TechnologyIntegrated Circuit DesignNonlinear Circuit AnalysisSmall-signal AnalysisHarmonic Balance AnalysisIntermodulation AnalysisIntermodulation DistortionLoad-pull AnalysisNeural Network ModelingNeural Network PredictionPower OutputSmall-signal Equivalent Circuit Models
An accurate nonlinear FET model based on a Neural Network representation of the drain current source has been developed to predict intermodulation distortion as well as output power performance. This new neural network model has been implemented in a commercial harmonic balance simulator and its efficiency is evidenced by a comparison with an empirical model (Tajima). The accuracy of the proposed model is verified by active load-pull measurements on a Texas HFET at 10 GHz.
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Neural networks: A comprehensive foundation
Ryszard Tadeusiewicz · Control Engineering Practice · 1995 · 7.3K citations