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Modeling of defect propagation/growth for yield impact prediction in VLSI manufacturing

机译:VLSI制造中缺陷繁殖/增长的缺陷繁殖/增长

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Particulate contamination deposited on silicon wafers is typically the dominant reason for yield loss in VLSI manufacturing. The translation of contaminating particles into defects and then electrical faults is a very complex process which depends on the defect location, size, material and the underlying IC topography. A rigorous topography simulator, METROPOLE, has been developed to allow the prediction and correlation of the critical physical parameters (material, size and location) of contamination in the manufacturing process to device defects. The results for a large number of defect samples simulated using the above approach were compared with data gathered from the AMD-Sunnyvale fabline. A good match was obtained indicating the accuracy of this method which provided a framework for developing contamination to defect propagation/growth macromodels. We have demonstrated that the understanding of defect transformation can be applied to early yield impact prediction.
机译:沉积在硅晶片上的颗粒状污染通常是VLSI制造中产量损失的主要原因。将颗粒的翻译污染到缺陷中,然后电气故障是一个非常复杂的过程,取决于缺陷位置,尺寸,材料和底层的IC形貌。已经开发了一种严格的地形模拟器,Metropole,以允许在制造过程中污染的临界物理参数(材料,尺寸和位置)对装置缺陷进行预测和相关性。将使用上述方法模拟的大量缺陷样本的结果与来自AMD-Sunnyvale Fabline收集的数据进行比较。获得了良好的匹配,指示该方法的准确性提供了一种用于显影污染以缺陷传播/生长Macromodels的框架。我们已经证明了对缺陷转化的理解可以应用于早期产量影响预测。

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