Browsing Articles by Author "c8102cce-28f9-4bd3-88a9-bc3a06de72c1"

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LARGE-SIGNAL MODELING OF GAN HEMTS USING HYBRID GA-ANN, PSO-SVR, AND GPR-BASED APPROACHES

Jarndal, Anwar; Husain, Saddam; Hashmi, Mohammad S.; Ghannouchi, Fadhel M. (IEEE Journal of the Electron Devices Society, 2020-11-03)

This article presents an extensive study and demonstration of efficient electrothermal largesignal GaN HEMT modeling approaches based on combined techniques of Genetic Algorithm (GA) with Artificial Neural Networks (ANN), ...
ON TEMPERATURE-DEPENDENT SMALL-SIGNAL MODELLING OF GAN HEMTS USING ARTIFICIAL NEURAL NETWORKS AND SUPPORT VECTOR REGRESSION

Jarndal, Anwar; Husain, Saddam; Hashmi, Mohammad (IET Microwaves, Antennas & Propagation, 2021-04-09)

Machine learning‐based efficient temperature‐dependent small‐signal modelling ap proaches for GaN high electron mobility transistors (HEMTs) are presented by the authors here. The first method is an artificial neural ...