MPG.eBooks - Table of Contents: Speeding-Up Radio-Frequency Integrated Circuit Sizing with Neural Networks

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Speeding-Up Radio-Frequency Integrated Circuit Sizing with Neural Networks

Given the economic pressure for high quality yet cheap electronics and challenging time-to-market constraints, there is an urgentneed for electronic design automation (EDA) tools to increase the RF designers’ productivity and improve the quality of resulting ICs. In the last years, the automatic siz...

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Bibliographic Details
Main Authors:	Domingues, João L. C. P., Vaz, Pedro J. C. D. C. (Author), Gusmão, António P. L. (Author), Horta, Nuno C. G. (Author)
Format:	eBook
Language:	English
Published:	Cham Springer International Publishing 2023, 2023
Edition:	1st ed. 2023
Series:	SpringerBriefs in Computational Intelligence
Subjects:	Machine Learning Mathematics / Data Processing Mathematical Models Of Cognitive Processes And Neural Networks Neural Networks (computer Science) Computational Science And Engineering
Online Access:	https://doi.org/10.1007/978-3-031-25099-6?nosfx=y
Collection:	Springer eBooks 2005- - Collection details see MPG.ReNa

Table of Contents:

Chapter 1. Introduction
Chapter 2. Related Work: Machine Learning and Electronic Design Automation
Chapter 3. Convergence Classifier & Frequency Guess Predictor based on ANNs
Chapter 4. Process, Voltage and Temperature Corner Performance Estimator using ANNs
Chapter 5. Conclusions

Speeding-Up Radio-Frequency Integrated Circuit Sizing with Neural Networks

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