Machine Intelligence in Design Automation

Machine Intelligence in Design Automation
Author: Rohit Sharma
Publisher:
Total Pages: 219
Release: 2018-03-13
Genre:
ISBN: 9781980554356


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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.


Machine Intelligence in Design Automation
Language: en
Pages: 219
Authors: Rohit Sharma
Categories:
Type: BOOK - Published: 2018-03-13 - Publisher:

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This book presents a hands-on approach for solving electronic design automation problems with modern machine intelligence techniques by including step-by-step d
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Computers have been employed for some time in engineering design mainly as numerical or graphical tools to assist analysis and draughting. The advent of the tec
Using Artificial Neural Networks for Analog Integrated Circuit Design Automation
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Language: en
Pages: 491
Authors: Bozzano G Luisa
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