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267333583
Machine Intelligence in Design Automation (Paperback) by Rohit Sharma
Item #:
267333583
MMK 203487
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This book presents a hands-on approach for solving electronic design automation problems with modern machine intelligence techniques.
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Product Details
- 9781980554356. New condition. Trade paperback. Language: English. Pages: 220. Trade paperback (US). Glued binding. 220 p. Contains: Illustrations, black & white. 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.
| Book format | Paperback |
| Fiction/nonfiction | Non-Fiction |
| Genre | Computing & Internet |
| Publication date | March, 2018 |
| Pages | 220 |
| Edition | Standard Edition |
| Publisher | Independently Published |
| Original languages | English |
| Language | English |
| Binding type | Perfect Binding |
| Assembled product height | 1.5 in |
| Assembled product weight | 1 lb (450 grams) |
| Bisac subject heading | Computers |
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MMK 203487
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Features & Benefits
- Hands-on approach for electronic design automation using machine intelligence.
- Step-by-step development of commercial-grade design applications.
- Focuses on resistance estimation, capacitance estimation, and cell classification.
- Includes practical examples using Python and Tensorflow.
- Ideal for engineers, researchers, students, and enthusiasts in machine learning and design automation.
- Structured to cater to beginners, intermediate users, and experts alike.
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