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Novel Algorithms for Fast Statistical Analysis of Scaled Circuits

Novel Algorithms for Fast Statistical Analysis of Scaled Circuits

Amith Singhee / Rob A. Rutenbar

220,36 €
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Editorial:
Springer Nature B.V.
Año de edición:
2012
Materia
Diseño y teoría de bases de datos
ISBN:
9789400736870
220,36 €
IVA incluido
Disponible

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Sobre IBD

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.

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