Machine Intelligence in Design Automation - Softcover

Sharma, Rohit

 
9781980554356: Machine Intelligence in Design Automation
Softcover
ISBN 10: 1980554358 ISBN 13: 9781980554356
Publisher: Independently published, 2018

Synopsis

This book presents a hands-on approach for solving electronic design automation problems with modern machine intelligence techniques by including step-by-step development of commercial grade design applications including resistance estimation, capacitance estimation, cell classification and others using dataset extracted from designs at 20nm. It walks the reader step by step in building solution flow for EDA problems with Python and Tensorflow.Intended audience includes design automation engineers, managers, executives, research professionals, graduate students, Machine learning enthusiasts, EDA and CAD developers, mentors, and the merely inquisitive. It is organized to serve as a compendium to a beginner, a ready reference to intermediate and source for an expert.

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Publisher
Independently published
Publication date
2018
Language
English
ISBN 10 
1980554358
ISBN 13 
9781980554356
Binding
Paperback
Number of pages
219