JP2017502500A5 - - Google Patents
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- Publication number
- JP2017502500A5 JP2017502500A5 JP2016528142A JP2016528142A JP2017502500A5 JP 2017502500 A5 JP2017502500 A5 JP 2017502500A5 JP 2016528142 A JP2016528142 A JP 2016528142A JP 2016528142 A JP2016528142 A JP 2016528142A JP 2017502500 A5 JP2017502500 A5 JP 2017502500A5
- Authority
- JP
- Japan
- Prior art keywords
- floating
- trees
- floating trees
- defect
- inspection tool
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
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- 230000007547 defect Effects 0.000 claims 40
- 238000000034 method Methods 0.000 claims 21
- 238000007689 inspection Methods 0.000 claims 20
- 238000003066 decision tree Methods 0.000 claims 15
- 230000004048 modification Effects 0.000 claims 8
- 238000012986 modification Methods 0.000 claims 8
- 230000002776 aggregation Effects 0.000 claims 6
- 238000004220 aggregation Methods 0.000 claims 6
- 230000003287 optical effect Effects 0.000 claims 1
Applications Claiming Priority (7)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201361899220P | 2013-11-03 | 2013-11-03 | |
| US61/899,220 | 2013-11-03 | ||
| US201461972418P | 2014-03-31 | 2014-03-31 | |
| US61/972,418 | 2014-03-31 | ||
| US14/257,921 | 2014-04-21 | ||
| US14/257,921 US9489599B2 (en) | 2013-11-03 | 2014-04-21 | Decision tree construction for automatic classification of defects on semiconductor wafers |
| PCT/US2014/063668 WO2015066602A1 (en) | 2013-11-03 | 2014-11-03 | Decision tree construction for automatic classification of defects on semiconductor wafers |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2017502500A JP2017502500A (ja) | 2017-01-19 |
| JP2017502500A5 true JP2017502500A5 (OSRAM) | 2017-12-21 |
| JP6576342B2 JP6576342B2 (ja) | 2019-09-18 |
Family
ID=53005249
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2016528142A Active JP6576342B2 (ja) | 2013-11-03 | 2014-11-03 | 欠陥を分類するための方法およびウエハ検査ツール |
Country Status (5)
| Country | Link |
|---|---|
| US (1) | US9489599B2 (OSRAM) |
| JP (1) | JP6576342B2 (OSRAM) |
| KR (1) | KR102373941B1 (OSRAM) |
| TW (1) | TWI617799B (OSRAM) |
| WO (1) | WO2015066602A1 (OSRAM) |
Families Citing this family (12)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2017022041A1 (ja) * | 2015-07-31 | 2017-02-09 | 楽天株式会社 | 木構造データ編集装置、木構造データ編集方法、及びプログラム |
| US9947596B2 (en) * | 2015-08-05 | 2018-04-17 | Kla-Tencor Corporation | Range-based real-time scanning electron microscope non-visual binner |
| TWI797699B (zh) | 2015-12-22 | 2023-04-01 | 以色列商應用材料以色列公司 | 半導體試樣的基於深度學習之檢查的方法及其系統 |
| US10204290B2 (en) * | 2016-10-14 | 2019-02-12 | Kla-Tencor Corporation | Defect review sampling and normalization based on defect and design attributes |
| CA2989617A1 (en) * | 2016-12-19 | 2018-06-19 | Capital One Services, Llc | Systems and methods for providing data quality management |
| TWI660322B (zh) | 2018-05-17 | 2019-05-21 | 國立成功大學 | 考慮機台交互作用之辨識良率損失原因的系統與方法 |
| US11321633B2 (en) * | 2018-12-20 | 2022-05-03 | Applied Materials Israel Ltd. | Method of classifying defects in a specimen semiconductor examination and system thereof |
| TW202119232A (zh) * | 2019-10-14 | 2021-05-16 | 美商Pdf對策公司 | 用於半導體應用的協作學習模型 |
| CN113298166A (zh) * | 2021-06-01 | 2021-08-24 | 中科晶源微电子技术(北京)有限公司 | 缺陷分类器和缺陷分类方法、装置、设备及存储介质 |
| WO2023166585A1 (ja) * | 2022-03-02 | 2023-09-07 | 株式会社アドバンテスト | 半導体試験結果分析装置、半導体試験結果分析方法およびコンピュータプログラム |
| EP4489059A4 (en) * | 2022-03-02 | 2025-12-31 | Advantest Corp | Device for analyzing the results of semiconductor tests, method for analyzing the results of semiconductor tests, and computer program |
| US20250117915A1 (en) * | 2023-10-06 | 2025-04-10 | Applied Materials, Inc. | Optical inspection-based automatic defect classification |
Family Cites Families (14)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6148099A (en) | 1997-07-03 | 2000-11-14 | Neopath, Inc. | Method and apparatus for incremental concurrent learning in automatic semiconductor wafer and liquid crystal display defect classification |
| US6922482B1 (en) * | 1999-06-15 | 2005-07-26 | Applied Materials, Inc. | Hybrid invariant adaptive automatic defect classification |
| JP4118703B2 (ja) * | 2002-05-23 | 2008-07-16 | 株式会社日立ハイテクノロジーズ | 欠陥分類装置及び欠陥自動分類方法並びに欠陥検査方法及び処理装置 |
| US7602962B2 (en) | 2003-02-25 | 2009-10-13 | Hitachi High-Technologies Corporation | Method of classifying defects using multiple inspection machines |
| JP4908995B2 (ja) | 2006-09-27 | 2012-04-04 | 株式会社日立ハイテクノロジーズ | 欠陥分類方法及びその装置並びに欠陥検査装置 |
| JP4616864B2 (ja) | 2007-06-20 | 2011-01-19 | 株式会社日立ハイテクノロジーズ | 外観検査方法及びその装置および画像処理評価システム |
| JP5022174B2 (ja) * | 2007-10-22 | 2012-09-12 | 株式会社日立製作所 | 欠陥分類方法及びその装置 |
| US8233494B2 (en) | 2008-01-22 | 2012-07-31 | International Business Machines Corporation | Hierarchical and incremental multivariate analysis for process control |
| US8315453B2 (en) | 2010-07-27 | 2012-11-20 | Applied Materials Israel, Ltd. | Defect classification with optimized purity |
| JP5342606B2 (ja) * | 2011-06-27 | 2013-11-13 | 株式会社日立ハイテクノロジーズ | 欠陥分類方法及びその装置 |
| US8502146B2 (en) | 2011-10-03 | 2013-08-06 | Kla-Tencor Corporation | Methods and apparatus for classification of defects using surface height attributes |
| TWI574136B (zh) * | 2012-02-03 | 2017-03-11 | 應用材料以色列公司 | 基於設計之缺陷分類之方法及系統 |
| TW201339572A (zh) * | 2012-03-21 | 2013-10-01 | Optivu Vision System Corp | 元件內部缺陷之檢測裝置及方法 |
| US8948494B2 (en) | 2012-11-12 | 2015-02-03 | Kla-Tencor Corp. | Unbiased wafer defect samples |
-
2014
- 2014-04-21 US US14/257,921 patent/US9489599B2/en active Active
- 2014-11-03 JP JP2016528142A patent/JP6576342B2/ja active Active
- 2014-11-03 KR KR1020167014743A patent/KR102373941B1/ko active Active
- 2014-11-03 TW TW103138098A patent/TWI617799B/zh active
- 2014-11-03 WO PCT/US2014/063668 patent/WO2015066602A1/en not_active Ceased
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