Variation-aware circuit macromodeling and design based on surrogate models

Ting Zhu; Mustafa Berke Yelten; Michael B. Steer; Paul D. Franzon

doi:10.1007/978-3-642-34336-0_17

Variation-aware circuit macromodeling and design based on surrogate models

Ting Zhu, Mustafa Berke Yelten, Michael B. Steer, Paul D. Franzon

North Carolina State University

Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

Özet

This paper presents surrogate model-based methods to generate circuit performance models, device models, and high-speed IO buffer macromodels. Circuit performance models are built with design parameters and parametric variations, and they can be used for fast and systematic design space exploration and yield analysis. Surrogate models of the main device characteristics are generated in order to assess the effects of variability in analog circuits. A new variation-aware IO buffer macromodel is developed by integrating surrogate modeling and a physically-based model structure. The new IO model provides both good accuracy and scalability for signal integrity analysis.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	Simulation and Modeling Methodologies, Technologies and Applications - International Conference, SIMULTECH 2011, Revised Selected Papers
Editörler	Joaquim Filipe, Janusz Kacprzyk, Nuno Pina
Yayınlayan	Springer Verlag
Sayfalar	255-269
Sayfa sayısı	15
ISBN (Basılı)	9783642343353
DOI'lar	https://doi.org/10.1007/978-3-642-34336-0_17
Yayın durumu	Yayınlandı - 2013
Harici olarak yayınlandı	Evet
Etkinlik	1st International Conference on Simulation and Modeling Methodologies, Technologies and Applications, SIMULTECH 2011 - Noordwijkerhout, Netherlands Süre: 29 Tem 2011 → 31 Tem 2011

Yayın serisi

Adı	Advances in Intelligent Systems and Computing
Hacim	197
ISSN (Basılı)	2194-5357

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	1st International Conference on Simulation and Modeling Methodologies, Technologies and Applications, SIMULTECH 2011
Ülke/Bölge	Netherlands
Şehir	Noordwijkerhout
Periyot	29/07/11 → 31/07/11

Bibliyografik not

Publisher Copyright:
© Springer-Verlag Berlin Heidelberg 2013.

Finansman

This material is based up on the work supported by the Self-HEALing mixed signal Integrated Circuits (HEALICs) program of the Department of Defense Advanced Research Projects Agency (DARPA) and AFRL under contract number: FA8650-09-C-7925. Approved for Public Release. Distribution Unlimited. The views expressed are those of the authors and do not reflect the official policy or position of the Department of Defense or the U.S. Government. The authors T. Zhu, Dr. P. D. Franzon, and Dr. M. B. Steer would like to thank Dr. T. Dhaene of Ghent University, Belgium, for providing the SUrrogate MOdeling (SUMO) Toolbox and for helpful discussion.

Finansörler	Finansör numarası
U.S. Government
U.S. Department of Defense
Defense Advanced Research Projects Agency
Air Force Research Laboratory	FA8650-09-C-7925
Universiteit Gent

Belgeye Erişim

10.1007/978-3-642-34336-0_17

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Zhu, T., Yelten, M. B., Steer, M. B., & Franzon, P. D. (2013). Variation-aware circuit macromodeling and design based on surrogate models. In J. Filipe, J. Kacprzyk, & N. Pina (Eds.), Simulation and Modeling Methodologies, Technologies and Applications - International Conference, SIMULTECH 2011, Revised Selected Papers (pp. 255-269). (Advances in Intelligent Systems and Computing; Hac. 197). Springer Verlag. https://doi.org/10.1007/978-3-642-34336-0_17

Zhu, Ting ; Yelten, Mustafa Berke ; Steer, Michael B. et al. / Variation-aware circuit macromodeling and design based on surrogate models. Simulation and Modeling Methodologies, Technologies and Applications - International Conference, SIMULTECH 2011, Revised Selected Papers. editör / Joaquim Filipe ; Janusz Kacprzyk ; Nuno Pina. Springer Verlag, 2013. pp. 255-269 (Advances in Intelligent Systems and Computing).

@inproceedings{5377a47df7a44a97a06803133d3bce40,

title = "Variation-aware circuit macromodeling and design based on surrogate models",

abstract = "This paper presents surrogate model-based methods to generate circuit performance models, device models, and high-speed IO buffer macromodels. Circuit performance models are built with design parameters and parametric variations, and they can be used for fast and systematic design space exploration and yield analysis. Surrogate models of the main device characteristics are generated in order to assess the effects of variability in analog circuits. A new variation-aware IO buffer macromodel is developed by integrating surrogate modeling and a physically-based model structure. The new IO model provides both good accuracy and scalability for signal integrity analysis.",

keywords = "Circuit, Design exploration, Device model, IO buffer, Macromodel, Surrogate modeling, Variation-aware",

author = "Ting Zhu and Yelten, {Mustafa Berke} and Steer, {Michael B.} and Franzon, {Paul D.}",

note = "Publisher Copyright: {\textcopyright} Springer-Verlag Berlin Heidelberg 2013.; 1st International Conference on Simulation and Modeling Methodologies, Technologies and Applications, SIMULTECH 2011 ; Conference date: 29-07-2011 Through 31-07-2011",

year = "2013",

doi = "10.1007/978-3-642-34336-0_17",

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series = "Advances in Intelligent Systems and Computing",

publisher = "Springer Verlag",

pages = "255--269",

editor = "Joaquim Filipe and Janusz Kacprzyk and Nuno Pina",

booktitle = "Simulation and Modeling Methodologies, Technologies and Applications - International Conference, SIMULTECH 2011, Revised Selected Papers",

address = "Germany",

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Zhu, T, Yelten, MB, Steer, MB & Franzon, PD 2013, Variation-aware circuit macromodeling and design based on surrogate models. in J Filipe, J Kacprzyk & N Pina (eds), Simulation and Modeling Methodologies, Technologies and Applications - International Conference, SIMULTECH 2011, Revised Selected Papers. Advances in Intelligent Systems and Computing, hac. 197, Springer Verlag, pp. 255-269, 1st International Conference on Simulation and Modeling Methodologies, Technologies and Applications, SIMULTECH 2011, Noordwijkerhout, Netherlands, 29/07/11. https://doi.org/10.1007/978-3-642-34336-0_17

Variation-aware circuit macromodeling and design based on surrogate models. / Zhu, Ting; Yelten, Mustafa Berke; Steer, Michael B. et al.
Simulation and Modeling Methodologies, Technologies and Applications - International Conference, SIMULTECH 2011, Revised Selected Papers. ed. / Joaquim Filipe; Janusz Kacprzyk; Nuno Pina. Springer Verlag, 2013. p. 255-269 (Advances in Intelligent Systems and Computing; Hac. 197).

Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

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AU - Zhu, Ting

AU - Yelten, Mustafa Berke

AU - Steer, Michael B.

AU - Franzon, Paul D.

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PY - 2013

Y1 - 2013

N2 - This paper presents surrogate model-based methods to generate circuit performance models, device models, and high-speed IO buffer macromodels. Circuit performance models are built with design parameters and parametric variations, and they can be used for fast and systematic design space exploration and yield analysis. Surrogate models of the main device characteristics are generated in order to assess the effects of variability in analog circuits. A new variation-aware IO buffer macromodel is developed by integrating surrogate modeling and a physically-based model structure. The new IO model provides both good accuracy and scalability for signal integrity analysis.

AB - This paper presents surrogate model-based methods to generate circuit performance models, device models, and high-speed IO buffer macromodels. Circuit performance models are built with design parameters and parametric variations, and they can be used for fast and systematic design space exploration and yield analysis. Surrogate models of the main device characteristics are generated in order to assess the effects of variability in analog circuits. A new variation-aware IO buffer macromodel is developed by integrating surrogate modeling and a physically-based model structure. The new IO model provides both good accuracy and scalability for signal integrity analysis.

KW - Circuit

KW - Design exploration

KW - Device model

KW - IO buffer

KW - Macromodel

KW - Surrogate modeling

KW - Variation-aware

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Zhu T, Yelten MB, Steer MB, Franzon PD. Variation-aware circuit macromodeling and design based on surrogate models. In Filipe J, Kacprzyk J, Pina N, editörler, Simulation and Modeling Methodologies, Technologies and Applications - International Conference, SIMULTECH 2011, Revised Selected Papers. Springer Verlag. 2013. p. 255-269. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-642-34336-0_17

Variation-aware circuit macromodeling and design based on surrogate models

Özet

Yayın serisi

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Bibliyografik not

Finansman

Belgeye Erişim

Diğer Dosyalar ve Linkler

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