Statistical Performance Modeling and Optimization (Foundations and Trends

Author: Xin Li
Edition:
Publisher: Now Publishers Inc
Binding: Paperback
ISBN: 1601980566
Category: Programming
List Price: $ 99.00
Price: $ 85.86
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Statistical Performance Modeling and Optimization (Foundations and Trends(r) in Electronic Design Automation)

Statistical Performance Modeling and Optimization reviews various statistical methodologies that have been recently developed to model, analyze and optimize performance variations at both transistor level and system level in integrated circuit (IC) design. Programming books Statistical Performance Modeling and Optimization (Foundations and Trends pdf. The following topics are 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. Statistical Performance Modeling and Optimization reviews and compares different statistical IC analysis and optimization techniques, and analyzes their trade-offs for practical industrial applications. It serves as a valuable reference for researchers, students and CAD practitioners. Download books pdf via mediafire, 4shared, rapidshare.

Download Statistical Performance Modeling and Optimization (Foundations and Trends

The following topics are 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. Statistical Performance Modeling and Optimization reviews and compares different statistical IC analysis and optimization techniques, and analyzes their trade-offs for practical industrial applications. It serves as a valuable reference for researchers, students and CAD practitioners. Download free Statistical Performance Modeling and Optimization (Foundations and Trends(r) in Electronic Design Automation) pdf