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Title Variation-aware analog structural synthesis : a computational intelligence approach / Trent McConaghy [and others]
Published Dordrecht : Springer, [2009]
©2009
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Description 1 online resource (1 volume)
Series Analog circuits and signal processing series
Analog circuits and signal processing series.
Summary Variation-Aware Analog Structural Synthesis describes computational intelligence-based tools for robust design of analog circuits. It starts with global variation-aware sizing and knowledge extraction, and progressively extends to variation-aware topology design. The computational intelligence techniques developed in this book generalize beyond analog CAD, to domains such as robotics, financial engineering, automotive design, and more. The tools are for: Globally-reliable variation-aware automated sizing via SANGRIA, leveraging structural homotopy and response surface modeling. Template-free symbolic models via CAFFEINE canonical form functions, for greater insight into the relationship between design/process variables and circuit performance/robustness. Topology selection and topology synthesis via MOJITO. 30 well-known analog building blocks are hierarchically combined, leading to >100,000 different possible topologies which are all trustworthy by construction. MOJITO does multi-objective genetic programming-based search across these topologies with SPICE accuracy, to return a set of sized topologies on the optimal performance/yield tradeoff curve. Nonlinear sensitivity analysis, topology decision trees, and analytical tradeoffs. With a data-mining perspective on Pareto-optimal topologies, this book shows how to do global nonlinear sensitivity analysis on topology and sizing variables, automatically extract a specs-to-topology decision tree, and determine analytical expressions of performance tradeoffs. Novel topology design. The MOJITO-N and ISCLEs tools generate novel yet trustworthy topologies; including boosting digitally-sized circuits for analog functionality
Bibliography Includes bibliographical references and index
Notes Print version record
Subject Analog-to-digital converters -- Computer-aided design.
Linear integrated circuits -- Computer-aided design.
Electronic circuit design -- Computer-aided design.
Form Electronic book
Author McConaghy, Trent.
ISBN 9048129060
9789048129065