- 专利标题: Modifying a manufacturing process of integrated circuits based on large scale quality performance prediction and optimization
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申请号: US16386608申请日: 2019-04-17
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公开(公告)号: US10810345B2公开(公告)日: 2020-10-20
- 发明人: Steven B. Gold , Wen Wei Low , Feng Xue , Yvonne Chii Yeo , Jung H. Yoon
- 申请人: International Business Machines Corporation
- 申请人地址: US NY Armonk
- 专利权人: International Business Machines Corporation
- 当前专利权人: International Business Machines Corporation
- 当前专利权人地址: US NY Armonk
- 代理机构: Law Office of Jim Boice
- 主分类号: G06F30/398
- IPC分类号: G06F30/398 ; G06F30/327 ; G11C29/00 ; G11C29/44 ; H01L21/66 ; G06F30/39 ; G11C29/04 ; G06F111/06 ; G06F115/10 ; G06F119/18
摘要:
A computer-implemented method modifies a manufacturing process for integrated circuits that include memory chips and a memory buffer. One or more processors identify a performance trending estimate of memory chip failures versus memory buffer failures in failed integrated circuits. The processor(s) identify a location and address of each memory chip in the identified failed integrated circuits that has a memory chip failure. The processor(s) identify a wafer location on a wafer die on which each memory buffer that has a memory buffer failure was formed. The processor(s) predict a fault analysis (FA) pareto based on the performance trending estimate, the location and address of each memory chip in the failed integrated circuits, and the wafer location on the wafer die on which each memory buffer that has the memory buffer failure was formed such that a manufacturing process for the integrated circuits is modified based on the FA pareto.
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