Design Based Sampling and Binning for Yield Critical Defects

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United States of America Patent

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15389442

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Abstract

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Methods and systems for design based sampling and binning for yield critical defects are provided. One method includes aligning each image patch in each inspection image frame generated for a wafer by an optical subsystem of an inspection system to design information for the wafer. The method also includes deriving multiple layer design attributes at locations of defects detected in the image patches. In addition, the method includes building a decision tree with the multiple layer design attributes. The decision tree is used to separate the defects into bins with different yield impacts on a device being formed on the wafer. The method also includes binning the defects with the decision tree.

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KLA-TENCOR CORPORATIONONE TECHNOLOGY DRIVE MILPITAS CA 95035

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  • 2016 Application Filing Year
  • G06T Class
  • 11416 Applications Filed
  • 7909 Patents Issued To-Date
  • 69.28 % Issued To-Date
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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Babulnath, Raghav San Jose, US 11 84
Gao, Lisheng Morgan Hill, US 61 1143
Kurada, Satya Fremont, US 6 29
Ng, Kwok Milpitas, US 10 112

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  • 1 Citation Count
  • G06T Class
  • 16.26 % this patent is cited more than
  • 8 Age
Citation count rangeNumber of patents cited in rangeNumber of patents cited in various citation count ranges1485831123912924101 - 1011 - 2021 - 3031 - 4041 - 5051 - 6061 - 7071 - 80050100150200250300350400450500550600650

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