Meng-Xiu Lu

Spatio-Temporal Anomaly Detection for Substrate Strip Bin Map in Semiconductor Assembly Process

With the development of deep learning, data-driven approaches have shown great success in the semiconductor manufacturing. For example, wafer bin maps (WBM) recognition is a critical application to identify failure modes and finding root-cause to reduce yield loss. However, the WBM studies provide s