
An intelligent system for wafer bin map defect diagnosis: An …
May 1, 2013 · Wafer bin maps (WBMs) that show specific spatial patterns can provide clue to identify process failures in the semiconductor manufacturing. In practice, most companies rely …
Similarity matching of wafer bin maps for manufacturing …
Apr 1, 2020 · Wafer bin map (WBM) is outcome of circuit probe (CP) process, which records the spatial distribution of defect dies on the wafer. WBM spatial patterns contain potentially useful …
Substrate mapping - Wikipedia
Substrate mapping (or wafer mapping) is a process in which the performance of semiconductor devices on a substrate is represented by a map showing the performance as a colour-coded grid.
Awesome Wafer Bin Map - GitHub
"Similarity Search on Wafer Bin Map through Nonparametric and Hierarchical Clustering." IEEE Transactions on Semiconductor Manufacturing (2021). Kim, Donghwa, and Pilsung Kang.
Wafer map failure pattern classification using geometric ... - Nature
May 19, 2023 · To address this, we propose a novel rotation- and flip-invariant method based on the labeling rule that the wafer map defect pattern has no effect on the rotation and flip of …
A Deep Learning Analysis Framework for Complex Wafer Bin Map ...
Wafer maps are extremely critical data that need to be carefully analyzed for quality control and yield improvement. A wafer bin map (WBM) presents the chip probing test results for a wafer, …
Recognition and Location of Mixed-type Patterns in Wafer Bin Maps
Defective dies on wafer bin maps (WBMs) usually cluster into specific spatial patterns, which contain critical information for cause identification and yield improvement. This paper proposes …
GitHub - CozumelDiver/stdf2map: STDF to Wafer Bin Map utility …
stdf2map is a lightweight python-based command line application for generating reasonably good looking Bin wafermaps from industry standard STDF data files created by Automated Test …
Wafer Bin Map Recognition With Autoencoder-Based Data …
Semiconductor manufacturers use the wafer bin map recognition (WBMR) system to identify failure modes in processing. This study proposes an WBMR system embedded with three …
Wafer bin Map - globalsino.com
A wafer bin map (WBM), which is the result of an electrical die-sorting test, provides information on which bins failed and plays an important role in finding defective wafer patterns in …