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Автор: Ibrahim (Abe) M. Elfadel, Duane S. Boning, Xin Li
Издательство: Springer
ISBN: 3030046656
Год: 2019
Страниц: 697
Язык: английский
Формат: pdf (true), epub
Размер: 115.6 MB
This book provides readers with an up-to-date account of the use of machine learning frameworks, methodologies, algorithms and techniques in the context of computer-aided design (CAD) for very-large-scale integrated circuits (VLSI). Coverage includes the various machine learning methods used in lithography, physical design, yield prediction, post-silicon performance analysis, reliability and failure analysis, power and thermal analysis, analog design, logic synthesis, verification, and neuromorphic design.