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Efficient Analog Integrated Circuit Sizing with GenAI: Exploring Generative Diffusion Models.

Efficient Analog Integrated Circuit Sizing with GenAI: Exploring Generative Diffusion Models.

・ISBN 978-3-031-87104-7 paper EUR 49.99

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お気に入り
著者・編者H. M. Eid, Pedro / P. Azevedo, Filipe / C. C. Lourenco, Nuno / M. F. Martins, Ricardo,
シリーズ (SpringerBriefs in Applied Sciences and Technology)
出版社 (Springer International Publishing AG, SZ)
出版年月2025
ページ数78 pp.
言語ENG
ニュース番号<A03-98045>

解説

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.