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Artículo
Design Automation of Analog and Mixed-Signal Circuits Using Neural Networks – A Tutorial Brief
(IEEE, 2024-03)
This tutorial brief shows how Artificial Neural Networks (ANNs) can be used for the optimization and automated design of analog and mixed-signal circuits. A survey of conventional and computational-intelligence design ...
Artículo
PACOSYT: A Passive Component Synthesis Tool Based on Machine Learning and Tailored Modeling Strategies Towards Optimal RF and mm-Wave Circuit Designs
(Institute of Electrical and Electronics Engineers, 2023)
In this paper, the application of regression-based supervised machine learning (ML) methods to the modeling of integrated inductors and transformers is examined. Different ML techniques are used and compared to improve ...