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US5862055A Expired / Lapsed US ⏱️ 0.0 years remaining

Automatic defect classification individual defect predicate value retention

Assignee: Advanced Micro Devices Inc
•
Filing: 1997-07-18
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Granted: 1999-01-19
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Expires: 2017-07-18
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Abstract

Abstract A method of determining classification codes for defects occurring in semiconductor manufacturing processes and for storing the information used to determine the classification codes. A wafer is selected from a production lot after the lot is sent through a first manufacturing process. The selected wafer is scanned to determine if there are defects on the wafer. Images of selected defects are examined and a numerical value is assigned to each of N elemental descriptor terms describing each defect. A classification code is determined for each defect based upon the numerical values assigned to the N elemental descriptor terms. The classification code and numerical values assigned to the N elemental descriptor terms are stored in a database. The wafer is sent through each sequential process and classification codes are assigned to additional defects selected after each sequential process. The classification codes and numerical values assigned to the N elemental descriptor terms for the additional selected defects are stored in the database.

Inventors

  • 👤 Ming Chun Chen
  • 👤 Paul J. Steffan
  • 👤 Steven J. Zika

Bibliographic Details

Application Number —
Jurisdiction US
Data Source google_patents
Last Synchronized 2026-11-09 11:48
CPC Classifications
G; G06; G06T; G06T7/00; G06T7/0002; G06T7/0004; G06T2207/00; G06T2207/30; G06T2207/30108; G06T2207/30148; G06V; G06V2201/00; G06V2201/06

Claims Analysis

Total Claims: 4
Claim 1
Independent Claim 122 words
A method of determining classification codes for defects occurring in semiconductor manufacturing processes and for storing the information used to determine the classification codes, the method comprising: sending a production lot of wafers through a first manufacturing process; scanning a selected wafer from the production lot to determine if there are defects present on the selected wafer; selecting defects to review; examining an image of each selected defect; assigning a numerical value to each of N elemental descriptor terms describing each defect; determining a classification code for each defect based upon the numerical values assigned to the N elemental descriptor terms; and storing the classification code and each of the numerical values assigned to the N elemental descriptor terms in a database.
Claim 2
Independent Claim 122 words
A method of determining classification codes for defects occurring in semiconductor manufacturing processes and for storing the information used to determine the classification codes, the method comprising: sending a production lot of wafers through a first manufacturing process; scanning a selected wafer from the production lot to determine if there are defects present on the selected wafer; selecting defects to review; examining an image of each selected defect; assigning a numerical value to each of N elemental descriptor terms describing each defect; determining a classification code for each defect based upon the numerical values assigned to the N elemental descriptor terms; and storing the classification code and each of the numerical values assigned to the N elemental descriptor terms in a database.
Claim 3
Dependent Claim 107 words
The method of claim 1, further comprising: sending the production lot of wafers through a next manufacturing process; scanning the selected wafer to determine if there are additional defects present on the selected wafer; selecting additional defects to review; examining an image of each selected additional defect; assigning a numerical value to each of the N elemental descriptor terms describing each defect; determining a classification code for each additional defect based upon the numerical values assigned to the N elemental descriptor terms; and storing the classification code and each of the numerical values assigned to the N elemental descriptor terms for each additional defect in the database.
Claim 4
Dependent Claim 60 words
The method of claim 2, further comprising: retrieving the stored classification code and each of the numerical values assigned to the N elemental descriptor terms in the database; changing the classification code for selected defects; and storing the changed classification code for selected defects and each of the numerical values assigned to the N elemental descriptor terms in the database.

References Cited (Backward Citations)

US5010551A Cited
US5086397A Cited
US5541846A Cited
US5649169A Cited
US5539752A Cited

USPTO Annuity & Maintenance Windows

Annuity Stage Window Opens Payment Deadline Surcharge Period Until Estimated Fee Status
3.5 Years (Year 4) 2002-01-18 2002-07-20 2003-01-19 $2000.00 Window Closed / Lapsed
7.5 Years (Year 8) 2006-01-18 2006-07-20 2007-01-19 $3760.00 Window Closed / Lapsed
11.5 Years (Year 12) 2010-01-18 2010-07-20 2011-01-19 $7700.00 Window Closed / Lapsed

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