Pattern Recognition Letters - Special issue: Artificial neural networks in pattern recognition
Defect spatial pattern recognition using a hybrid SOM-SVM approach in semiconductor manufacturing
Expert Systems with Applications: An International Journal
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In high volume production, it is important to have a fast response time to yield loss mechanisms. This paper presents a way to detect spatial yield loss on wafers. A procedure automatically computes and provides a summary of signatures taking into account all processed wafers. This reduces manual manipulation of the data, providing a faster response time.