HOLMES: Capturing the Yield-Optimized Design Space Boundaries of Analog and RF Integrated Circuits

  • Authors:
  • Bart De Smedt;Georges Gielen

  • Affiliations:
  • ESAT-MICAS;ESAT-MICAS

  • Venue:
  • DATE '03 Proceedings of the conference on Design, Automation and Test in Europe - Volume 1
  • Year:
  • 2003

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Abstract

A novel methodology is presented to structured yield-aware synthesis. The trade-off between yield and the unspecified performances is explored along the design space boundaries, while respecting specifications on the other performances. Through the unique combination of multi-objective evolutionary optimization techniques, multi-variate regression modeling and sensitivity-based yield estimation, the designer is given access to this trade-off, all within transistor-level accuracy. Even more, a large reduction in required computer resources is obtained compared to alternative approaches.