YIELD PREDICTION AND STATISTICAL PROCESS CONTROL USING PREDICTED DEFECT RELATED YIELD LOSS

Patent №

US 6,496,958

Granted

2002-12-17

Filed 1999

Owner

INFINEON TECHNOLOGIES CORPORATION

+2 more

Lab

AI components

2

vision · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09299979

In accordance with the present invention, a method, which may be implemented by employing a program storage device, for determining yield loss for a device includes the steps of determining killing probabilities corresponding to values of inspection parameters based on historic inspection information, determining defects on the device and ordering the defects by classifying the defects according to the inspection parameters. The defects adopt the killing probabilities associated with the same values of the inspection parameters. The method further includes the step of calculating a predicted yield loss based on the defects and the adopted killing probabilities. The method further includes the step of applying statistical process control to the predicted yield loss for all in-line inspection (process) steps.

VisionPlanningG06T 7/0004H01L 22/26H10P 74/238G01N 21/93G01N 21/9501G06T 2207/30148

AI classification

Planning1.00
Vision0.65
Evolutionary computation0.48
Machine learning0.07
Knowledge representation0.02
AI hardware0.00
Natural language0.00
Speech0.00

Ownership

INFINEON TECHNOLOGIES CORPORATION

assignment · 100720038

INFINEON TECHNOLOGIES NORTH AMERICA CORP.

assignment · 108620682

INFINEON TECHNOLOGIES RICHMOND, LP

assignment · 134040455

Assignors

OTT, REINHOLD, LAMMERING, HERBERT, OLLENDORF, HEINRICH

On an employer assignment, the assignors are typically the inventors.

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