A Hybrid GA/ML-Based End-to-End Automated Methodology for Design Acceleration of Wireless Communications CMOS LNAs

A Hybrid GA/ML-Based End-to-End Automated Methodology for Design Acceleration of Wireless Communications CMOS LNAs

A new methodology for the RF/mmWave analog design process, automation and acceleration, is presented in this work. The proposed framework was implemented so as to accelerate the design cycle of analog/RF circuits by creating a dataset in a fully automated manner and training a combination of machine...

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Bibliographic Details
Main Authors: Christos Sad, Anastasios Michailidis, Thomas Noulis, Kostas Siozios
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Electronics
Subjects:
meta-heuristics
machine learning
LNA design
analog design
automation
acceleration
Online Access:https://www.mdpi.com/2079-9292/12/11/2428

Internet

https://www.mdpi.com/2079-9292/12/11/2428

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