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Indirect performance sensing for on-chip analog self-healing via Bayesian model fusion

Publication ,  Conference
Sun, S; Wang, F; Yaldiz, S; Li, X; Pileggi, L; Natarajan, A; Ferriss, M; Plouchart, J; Sadhu, B; Parker, B; Valdes-Garcia, A; Sanduleanu, M ...
Published in: Proceedings of the Custom Integrated Circuits Conference
November 7, 2013

On-chip analog self-healing requires low-cost sensors to accurately measure various performance metrics. In this paper we propose a novel approach of indirect performance sensing based upon Bayesian model fusion (BMF) to facilitate inexpensive-yet-accurate on-chip performance measurement. A 25GHz differential Colpitts voltage-controlled oscillator (VCO) designed in a 32nm CMOS SOI process is used to validate the proposed indirect performance sensing and self-healing methodology. Our silicon measurement results demonstrate that the parametric yield of the VCO is improved from 0% to 69.17% for a wafer after the proposed self-healing is applied. © 2013 IEEE.

Duke Scholars

Published In

Proceedings of the Custom Integrated Circuits Conference

DOI

ISSN

0886-5930

Publication Date

November 7, 2013
 

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Sun, S., Wang, F., Yaldiz, S., Li, X., Pileggi, L., Natarajan, A., … Friedman, D. (2013). Indirect performance sensing for on-chip analog self-healing via Bayesian model fusion. In Proceedings of the Custom Integrated Circuits Conference. https://doi.org/10.1109/CICC.2013.6658489
Sun, S., F. Wang, S. Yaldiz, X. Li, L. Pileggi, A. Natarajan, M. Ferriss, et al. “Indirect performance sensing for on-chip analog self-healing via Bayesian model fusion.” In Proceedings of the Custom Integrated Circuits Conference, 2013. https://doi.org/10.1109/CICC.2013.6658489.
Sun S, Wang F, Yaldiz S, Li X, Pileggi L, Natarajan A, et al. Indirect performance sensing for on-chip analog self-healing via Bayesian model fusion. In: Proceedings of the Custom Integrated Circuits Conference. 2013.
Sun, S., et al. “Indirect performance sensing for on-chip analog self-healing via Bayesian model fusion.” Proceedings of the Custom Integrated Circuits Conference, 2013. Scopus, doi:10.1109/CICC.2013.6658489.
Sun S, Wang F, Yaldiz S, Li X, Pileggi L, Natarajan A, Ferriss M, Plouchart J, Sadhu B, Parker B, Valdes-Garcia A, Sanduleanu M, Tierno J, Friedman D. Indirect performance sensing for on-chip analog self-healing via Bayesian model fusion. Proceedings of the Custom Integrated Circuits Conference. 2013.

Published In

Proceedings of the Custom Integrated Circuits Conference

DOI

ISSN

0886-5930

Publication Date

November 7, 2013