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Accurate and scalable reliability analysis of logic circuits

Published: 16 April 2007 Publication History

Abstract

Reliability of logic circuits is emerging as an important concern that may limit the benefits of continued scaling of process technology and the emergence of future technology alternatives. Reliability analysis of logic circuits is NP-hard because of the exponential number of inputs, combinations and correlations in gate failures, and their propagation and interaction at multiple primary outputs. By coupling probability theory with concepts from testing and logic synthesis, this paper presents accurate and scalable algorithms for reliability analysis of logic circuits. Simulation results for several benchmark circuits demonstrate the accuracy, performance, and potential applications of the proposed analysis technique.

References

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G. Bourianoff, "The future of nanocomputing," IEEE Computer, vol. 36, pp. 44--53, Aug. 2003.
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J. von Neumann, "Probabilistic logics and the synthesis of reliable organisms from unreliable components," in Automata Studies (C. E. Shannon and J. McCarthy, eds.), pp. 43--98, Princeton University Press, 1956.
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A. Sadek, K. Nikolić, and M. Forshaw, "Parallel information and computation with restitution for noise-tolerant nanoscale logic networks," Nanotechnology, vol. 15, pp. 192--210, Jan. 2004.
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S. Krishnaswamy et al., "Accurate reliability evaluation and enhancement via probabilistic transfer matrices," in Proc. Design Automation and Test in Europe, pp. 282--287, 2005.
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T. Rejimon and S. Bhanja, "Scalable probabilistic computing models using Bayesian networks," in Proc. Intl. Midwest Symposium on Circuits and Systems, pp. 712--715, 2005.
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T. Larrabee, "Test pattern generation using Boolean satisfiability," IEEE Trans. Computer-aided Design, vol. 11, pp. 4--15, Jan. 1992.
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S. Ercolani et al., "Estimate of signal probability in combinational logic networks," in Proc. European Test Conference, pp. 132--138, 1989.

Cited By

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  • (2016)Critical nodes count algorithm for accurate input vectors reliability rankingProceedings of the Summer Computer Simulation Conference10.5555/3015574.3015593(1-7)Online publication date: 24-Jul-2016
  • (2012)Scalable sampling methodology for logic simulationProceedings of the International Conference on Computer-Aided Design10.1145/2429384.2429422(195-201)Online publication date: 5-Nov-2012
  • (2008)Approximate logic circuits for low overhead, non-intrusive concurrent error detectionProceedings of the conference on Design, automation and test in Europe10.1145/1403375.1403593(903-908)Online publication date: 10-Mar-2008
  • Show More Cited By

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cover image ACM Conferences
DATE '07: Proceedings of the conference on Design, automation and test in Europe
April 2007
1741 pages
ISBN:9783981080124

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EDA Consortium

San Jose, CA, United States

Publication History

Published: 16 April 2007

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DATE07
Sponsor:
  • EDAA
  • SIGDA
  • The Russian Academy of Sciences
DATE07: Design, Automation and Test in Europe
April 16 - 20, 2007
Nice, France

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Overall Acceptance Rate 518 of 1,794 submissions, 29%

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Design, Automation and Test in Europe
March 31 - April 2, 2025
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Cited By

View all
  • (2016)Critical nodes count algorithm for accurate input vectors reliability rankingProceedings of the Summer Computer Simulation Conference10.5555/3015574.3015593(1-7)Online publication date: 24-Jul-2016
  • (2012)Scalable sampling methodology for logic simulationProceedings of the International Conference on Computer-Aided Design10.1145/2429384.2429422(195-201)Online publication date: 5-Nov-2012
  • (2008)Approximate logic circuits for low overhead, non-intrusive concurrent error detectionProceedings of the conference on Design, automation and test in Europe10.1145/1403375.1403593(903-908)Online publication date: 10-Mar-2008
  • (2008)On the role of timing masking in reliable logic circuit designProceedings of the 45th annual Design Automation Conference10.1145/1391469.1391703(924-929)Online publication date: 8-Jun-2008
  • (2007)Enhancing design robustness with reliability-aware resynthesis and logic simulationProceedings of the 2007 IEEE/ACM international conference on Computer-aided design10.5555/1326073.1326104(149-154)Online publication date: 5-Nov-2007

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