Publication | Closed Access
Use of multiple I/sub DDQ/ test metrics for outlier identification
10
Citations
28
References
2003
Year
Unknown Venue
ReliabilityElectrical EngineeringNeighbor Current RatioAnomaly DetectionEngineeringData ScienceMeasurementData MiningHardware ReliabilityRobust StatisticOutlier DetectionOutlier ChipsComputer EngineeringOutlier IdentificationCurrent RatioMicroelectronicsStatistics
With increasing circuit complexity and reliability requirements, screening outlier chips is an increasingly important test challenge. This is especially true for I/sub DDQ/ test due to increased spread in the distribution. In this paper, the concept of current ratio is extended to exploit wafer-level spatial correlation. Two metrics - current ratio and neighbor current ratio - are combined to screen outliers at the wafer level. We demonstrate that a single metric alone cannot screen all outliers, however, their combination can be used for effectively screening outlier chips. Analyses based on industrial test data are presented.
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