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[HTML][HTML] On large-signal modeling of GaN HEMTs: Past, development and future
In the past few decades, circuits based on gallium nitride high electron mobility transistor
(GaN HEMT) have demonstrated exceptional potential in a wide range of high-power and …
(GaN HEMT) have demonstrated exceptional potential in a wide range of high-power and …
Comparative analysis of nonlinear behavioral models for GaN HEMTs based on machine learning techniques
B Liu, J Cai - International Journal of Numerical Modelling …, 2024 - Wiley Online Library
A variety of novel behavioral modeling techniques have been reported to accurately capture
the nonlinear characteristics of GaN devices. For the purpose of describing GaN HEMT large …
the nonlinear characteristics of GaN devices. For the purpose of describing GaN HEMT large …
Comprehensive investigation and comparative analysis of machine learning-based small-signal modelling techniques for GaN HEMTs
A number of machine learning (ML) algorithm based small signal modeling of Gallium
Nitride (GaN) High Electron Mobility Transistors (HEMTs) have been reported in literature …
Nitride (GaN) High Electron Mobility Transistors (HEMTs) have been reported in literature …
Accurate, efficient and reliable small-signal modeling approaches for GaN HEMTs
This article presents accurate, efficient and reliable small-signal model parameter extraction
approaches applied to Gallium Nitride (GaN) High Electron Mobility Transistor (HEMT) …
approaches applied to Gallium Nitride (GaN) High Electron Mobility Transistor (HEMT) …
Comprehensive investigation of ANN algorithms implemented in MATLAB, python, and R for small-signal behavioral modeling of GaN HEMTs
Artificial Neural Network (ANN) is frequently utilized for the development of behavioral
models of Gallium Nitride (GaN) High Electron Mobility Transistors (HEMTs). However …
models of Gallium Nitride (GaN) High Electron Mobility Transistors (HEMTs). However …
A reliable parameter extraction method for the augmented GaN high electron mobility transistor small‐signal model
L Zhai, H Cai, S Wang, J Zhang… - International Journal of …, 2022 - Wiley Online Library
An improved GaN high electron mobility transistor (HEMT) small‐signal equivalent model is
proposed. To model the effects of extrinsic parameters that vary with the bias voltage, RL …
proposed. To model the effects of extrinsic parameters that vary with the bias voltage, RL …
Evaluating Nine Machine Learning Algorithms for GaN HEMT Small Signal Behavioral Modeling through K-fold Cross-Validation
N Ahmad, V Nath - Engineering, Technology & Applied Science …, 2024 - etasr.com
This paper presents an investigation into the modeling of Gallium Nitride (GaN) High
Electron Mobility Transistors (HEMTs) using multiple Machine Learning (ML) algorithms …
Electron Mobility Transistors (HEMTs) using multiple Machine Learning (ML) algorithms …
Multilayer perceptron–random forest based hybrid machine learning–neural network model for GaN high electron mobility transistor's parameter estimations
This work presents an accurate, scalable, and efficient hybrid machine learning (ML) and
neural network (NN) model based, cross‐platform application to analyze and estimate …
neural network (NN) model based, cross‐platform application to analyze and estimate …
Combining Intelligence With Rules for Device Modeling: Approximating the Behavior of AlGaN/GaN HEMTs Using a Hybrid Neural Network and Fuzzy Logic Inference …
This paper uses the Adaptive Neuro-Fuzzy Inference System (ANFIS) to investigate and
propose a new alternative behavioral modeling technique for microwave power transistors …
propose a new alternative behavioral modeling technique for microwave power transistors …
Demonstration of CAD deployability for GPR based small-signal modelling of GaN HEMT
This paper develops and presents a CAD deployability of small-signal model of Gallium
Nitride (GaN) High Electron Mobility Transistor (HEMT). First, a Gaussian Process …
Nitride (GaN) High Electron Mobility Transistor (HEMT). First, a Gaussian Process …