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Automatic Analog IC Sizing and Optimization Constrained with PVT Corners and Layout Effects

Autor Nuno Lourenço, Ricardo Martins, Nuno Horta
en Limba Engleză Hardback – 9 aug 2016
This book introduces readers to a variety of tools for automatic analog integrated circuit (IC) sizing and optimization. The authors provide a historical perspective on the early methods proposed to tackle automatic analog circuit sizing, with emphasis on the methodologies to size and optimize the circuit, and on the methodologies to estimate the circuit’s performance. The discussion also includes robust circuit design and optimization and the most recent advances in layout-aware analog sizing approaches. The authors describe a methodology for an automatic flow for analog IC design, including details of the inputs and interfaces, multi-objective optimization techniques, and the enhancements made in the base implementation by using machine leaning techniques. The Gradient model is discussed in detail, along with the methods to include layout effects in the circuit sizing. The concepts and algorithms of all the modules are thoroughly described, enabling readers to reproduce the methodologies, improve the quality of their designs, or use them as starting point for a new tool. An extensive set of application examples is included to demonstrate the capabilities and features of the methodologies described.
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Specificații

ISBN-13: 9783319420363
ISBN-10: 3319420364
Pagini: 160
Ilustrații: XXVII, 182 p. 112 illus., 90 illus. in color.
Dimensiuni: 155 x 235 x 13 mm
Greutate: 0.48 kg
Ediția:1st ed. 2017
Editura: Springer International Publishing
Colecția Springer
Locul publicării:Cham, Switzerland

Cuprins

Introduction.- Previous Works on Automatic Analog IC Sizing.- AIDA-C Architecture.- Multi-Objective Optimization Kernel.- AIDA-C Circuit Sizing Results.- Layout-Aware Circuit Sizing.- AIDA-C Layout-aware Circuit Sizing Results.- Conclusions.


Notă biografică

Nuno C.C. Lourenço is a Post-Doctoral Researcher in the Integrated Circuits group, within the Instituto de Telecomunicações in Lisbon, Portugal.
Ricardo M. F. Martins is a Post-Doctoral Researcher in the Integrated Circuits group, within the Instituto de Telecomunicações in Lisbon, Portugal.
Nuno C. G. Horta is Professor at Instituto Superior Técnico from University of Lisbon and Senior Researcher in the Integrated Circuits group, within the Instituto de Telecomunicações in Lisbon, Portugal.


Textul de pe ultima copertă

This book introduces readers to a variety of tools for automatic analog integrated circuit (IC) sizing and optimization. The authors provide a historical perspective on the early methods proposed to tackle automatic analog circuit sizing, with emphasis on the methodologies to size and optimize the circuit, and on the methodologies to estimate the circuit’s performance. The discussion also includes robust circuit design and optimization and the most recent advances in layout-aware analog sizing approaches. The authors describe a methodology for an automatic flow for analog IC design, including details of the inputs and interfaces, multi-objective optimization techniques, and the enhancements made in the base implementation by using machine leaning techniques. The Gradient model is discussed in detail, along with the methods to include layout effects in the circuit sizing. The concepts and algorithms of all the modules are thoroughly described, enabling readers to reproduce the methodologies, improve the quality of their designs, or use them as starting point for a new tool. An extensive set of application examples is included to demonstrate the capabilities and features of the methodologies described.

Caracteristici

Introduces readers to an efficient, multi-objective design methodology and tool for automatic analog IC sizing, which compensates for the effects of process variations Presents an innovative approach to enhance AIDA-C, by embedding statistical knowledge from an automatically generated gradient model into the NSGA-II operators Enables an efficient setup flow, which eases reuse and migration of designs to different specifications and technologies Includes supplementary material: sn.pub/extras