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Novel algorithms for fast statistical analysis of scaled circuits

Author: Amith Singhee; Rob A Rutenbar
Publisher: Dordrecht ; London ; New York : Springer, ©2009.
Series: Lecture notes in electrical engineering, v. 46.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:

This book presents novel solutions to problems of efficient statistical analysis of circuits in the nanometer regime. It draws on theories from a wide variety of scientific fields and applies them to  Read more...

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Document Type: Book
All Authors / Contributors: Amith Singhee; Rob A Rutenbar
ISBN: 9789048130993 9048130999 9789048131006 9048131006
OCLC Number: 428029969
Description: xv, 195 pages : illustrations ; 25 cm.
Contents: Dedication. Introduction. 1 Background and Motivation. 2 Major Contributions. 3 Preliminaries. 4 Organization. 1. SILVR. 1 Motivation. 2 Prevailing response surface models. 3 Latent variables and ridge functions. 4 Approximation using ridge functions. 5 Projection pursuit regression. 6 SiLVR. 7 Experimental results. 8 Future work. 2. QUASI-MONTE CARLO. 1 Motivation. 2 Standard Monte Carlo. 3 Low-discrepancy sequences. 4 Quasi-Monte Carlo in high dimensions. 5 Quasi-Monte Carlo for circuits. 6 Experimental results. 7 Future work. 3. STATISTICAL BLOCKADE. 1 Motivation. 2 Modeling rare event statistics. 3 Statistical blockade. 4 Making statistical blockade practical. 5 Future Work. 4. CONCLUSION. Appendices. A ANOVA Derivations. References. Index.
Series Title: Lecture notes in electrical engineering, v. 46.
Responsibility: Amith Singhee, Rob A. Rutenbar.

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The Statistical Blockade method proposed by Singhee and Rutenbar will make a significant impact on the design of next-generation digital integrated circuits. It has the potential to dramatically Read more...

 
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