Machine Intelligence in Design Automation
This book presents a hands-on approach for solving 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, 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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Machine Intelligence in Design Automation
221 págs.
Mar 13, 2018
Machine Intelligence in Design Automation
Mar 22, 2018
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