Artificial neural network model of SOS-MOSFETs based on dynamic large-signal measurements

Y Ko, P Roblin, A Zarate-De Landa… - IEEE Transactions …, 2014 - ieeexplore.ieee.org
A measurement-based quasi-static nonlinear field-effect transistor (FET) model relying on an
artificial neural network (ANN) approach and using real-time active load-pull (RTALP) …

Knowledge‐based neural network with Bayesian optimization for efficient nonlinear RF device modeling

R Wang, J Su, W Xie, Z Lin - International Journal of Numerical …, 2024 - Wiley Online Library
This paper proposes a novel approach for modeling the nonlinear behavior of microwave
devices, with a particular focus on addressing the challenging problem of modeling …

A Knowledge-Guided Neural Network-Based Large-Signal Model for InP HBTs With Self-Heating Effect Consideration

J Qi, H Lu, S Yan, L Cheng, R Zhao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
An efficient and accurate knowledge-guided neural network (KGNN) modeling method for
microwave active devices is proposed. The KGNN-based modeling method specifically …

R&D in Latin America: RF and microwave research in Latin America

R Murphy, R Torres, JE Rayas-Sanchez… - IEEE Microwave …, 2014 - ieeexplore.ieee.org
Latin America is a vast region of the American continents, spanning the southern part of
North America, Central America, South America, and the Caribbean, covering 21 million km …

Efficient modeling approach for simulating multi-physics responses of an ion-sensitive field-effect transistor using artificial neural networks

J Xie, Y Zhou, B Liang, Q Ren, F Javaid - Journal of Computational …, 2023 - Springer
The application of neural networks has been investigated in many fields, but the feasibility of
estimating the nonlinear multi-physics behavior in a real-time environment by applying …

Microwaves research collaboration between Cinvestav-GDL and CICESE, two research centers in Mexico

JR Loo-Yau, P Moreno… - 2014 IEEE MTT-S …, 2014 - ieeexplore.ieee.org
The last seven years, Cinvestav-GDL and CICESE, two of the most important research
centers in Mexico, have been working together in several microwave research topics. This …

On the determination of neural network based non-linear constitutive relations for quasi-static GaN FET models

A Zárate-de Landa… - 82nd ARFTG …, 2013 - ieeexplore.ieee.org
By using a neural network approach that takes into account input/output relationship data
along with derivative information in the training process, a fast and straightforward …

[PDF][PDF] ADVANCED MODELING APPROACHES FOR MICROWAVE FET DEVICES & SUB-SYSTEMS

L YUNSHEN - 2014 - core.ac.uk
The sub-level model plays an important role in the vital steps in the design of various circuits
and systems. From the point of microwave circuits, the large-signal model is crucial to …

[图书][B] Nonlinear Device Measurement, Characterization, and Modeling for High Power RF Applications

Y Ko - 2013 - search.proquest.com
To satisfy power and frequency requirements for commercial RF applications, various
semiconductor materials and device structures have been introduced and developed …