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" Statistical performance modeling and optimization / "
Xin Li, Jiayong Le, Lawrence T. Pileggi.
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BL
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| Record Number
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985646
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b740016
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| Main Entry
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Li, Xin,1977-
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| Title & Author
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Statistical performance modeling and optimization /\ Xin Li, Jiayong Le, Lawrence T. Pileggi.
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| Publication Statement
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Boston :: Now,, ©2007.
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| Series Statement
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Foundations and trends in electronic design automation ;; v. 1, issue 4
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| Page. NO
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1 online resource (1 volume) :: illustrations (some color)
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| ISBN
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1601980574
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: 9781601980571
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9781601980564
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| Notes
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Offprint. Foundations and trends in electronic design automation. Vol. 1, no. 4 (2006).
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| Bibliographies/Indexes
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Includes bibliographical references.
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| Contents
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Abstract -- 1. Introduction -- 2. Process variations -- 3. Transistor-level statistical methodologies -- 4. System-level statistical methodologies -- 5. Robust design of future ICs -- Acknowledgments -- References.
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| Abstract
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As IC technologies scale to finer feature sizes, it becomes increasingly difficult to control the relative process variations. The increasing fluctuations in manufacturing processes have introduced unavoidable and significant uncertainty in circuit performance; hence ensuring manufacturability has been identified as one of the top priorities of today's IC design problems. In this paper, we review various statistical methodologies that have been recently developed to model, analyze, and optimize performance variations at both transistor level and system level. The following topics will be discussed in detail: sources of process variations, variation characterization and modeling, Monte Carlo analysis, response surface modeling, statistical timing and leakage analysis, probability distribution extraction, parametric yield estimation and robust IC optimization. These techniques provide the necessary CAD infrastructure that facilitates the bold move from deterministic, corner-based IC design toward statistical and probabilistic design.
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| Subject
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Integrated circuits-- Design and construction.
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Integrated circuits-- Design and construction.
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TECHNOLOGY ENGINEERING-- Electronics-- Circuits-- General.
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TECHNOLOGY ENGINEERING-- Electronics-- Circuits-- Integrated.
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| Dewey Classification
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621.3815
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| LC Classification
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TK7874.L59 2007eb
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| Added Entry
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Le, Jiayong.
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Pileggi, Lawrence,1962-
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