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Efficient Analog Integrated Circuit Sizing with GenAI

Exploring Generative Diffusion Models

Language EnglishEnglish
Book Paperback
Book Efficient Analog Integrated Circuit Sizing with GenAI Pedro H. M. Eid
Libristo code: 48096550
Publishers Springer, Berlin, November 2024
This book focuses on the automation of analog integrated circuit design, particularly the sizing pro... Full description
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This book focuses on the automation of analog integrated circuit design, particularly the sizing process. It introduces an innovative approach leveraging generative artificial intelligence, specifically denoising diffusion probabilistic models (DDPM). The proposed methodology provides a robust solution for generating circuit designs that meet specific performance constraints, offering a significant improvement over conventional techniques. By integrating advanced machine learning models into the design workflow, the book showcases a transformative way to streamline the process while maintaining accuracy and reliability.

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About the book

Full name Efficient Analog Integrated Circuit Sizing with GenAI
Author Pedro H. M. Eid, Filipe P. Azevedo, Nuno C. C. Lourenço, Ricardo M. F. Martins
Language English
Binding Book - Paperback
Date of issue 2025
Number of pages 85
EAN 9783031871047
Libristo code 48096550
Publishers Springer, Berlin
Weight 160
Dimensions 155 x 235

Categories

Computing & Information Technology > Computer science > Artificial intelligence
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