Title :
Product Yield Prediction System and Critical Area Database
Author :
Barnett, Thomas S. ; Bickford, Jeanne ; Weger, Alan J.
Author_Institution :
IBM Syst. & Technol. Group, Essex Junction
Abstract :
Pre-silicon yield estimators for ASIC products have the potential for improved accuracy based on retrospective critical area and yield analysis of completed designs. A prototype closed-loop system, in which a database of observed yield and computed critical areas is continuously compiled and updated, is described in this paper. The database allows a yield model based on circuit content, which is available at the time of quote, but before the physical layout, to be optimized to more accurately reflect a technology´s random defect sensitivities. Confining ones observations to the mature 130-nm technology minimizes the inclusion of systematic defects in the observed yield, and allows for a more complete view of the random defect component of yield loss.
Keywords :
application specific integrated circuits; closed loop systems; database management systems; engineering information systems; fault diagnosis; integrated circuit yield; nanoelectronics; production engineering computing; ASIC products; closed-loop system; critical area database; pre-silicon yield estimators; product yield prediction system; random defect component; size 130 nm; systematic defects; yield loss; CMOS technology; Circuit faults; Databases; Integrated circuit modeling; Integrated circuit yield; Investments; Microelectronics; Predictive models; Semiconductor device modeling; Virtual manufacturing; critical area analysis; yield learning; yield modeling;
Conference_Titel :
Advanced Semiconductor Manufacturing Conference, 2007. ASMC 2007. IEEE/SEMI
Conference_Location :
Stresa
Print_ISBN :
1-4244-0652-8
Electronic_ISBN :
1-4244-0653-6
DOI :
10.1109/ASMC.2007.375062