Fast layout pattern matching using spatial indexing

As technology nodes shrink and layout sizes grow, layout pattern matching in lithography defect detection becomes increasingly time-consuming. To address this, we propose a fast layout pattern matching algorithm based on spatial indexing. The method first uses geometric information to locate potential matching regions, then employs spatial indexing to divide the layout into sub-regions, quickly excluding irrelevant areas and improving efficiency. Multithreading and compiler optimizations further enhance speed. Experiments show that our approach achieves a 20- 30x speedup over commercial tools while maintaining 100% accuracy, demonstrating its effectiveness for very large-scale integrated circuit defect detection.

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Publication Details

Published
2024-12-10
DOI
https://doi.org/10.1117/12.3052326
Primary Topic
Advancements in Photolithography Techniques
Type
article
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article

Fast layout pattern matching using spatial indexing

Yongyu Wu, Zheng Yan, Kun Ren, Dawei Gao et al.
Advancements in Photolithography Techniques
article

Fast layout pattern matching using spatial indexing

Yongyu Wu, Zheng Yan, Kun Ren, Dawei Gao, Liuye Meng
article en

Abstract

As technology nodes shrink and layout sizes grow, layout pattern matching in lithography defect detection becomes increasingly time-consuming. To address this, we propose a fast layout pattern matching algorithm based on spatial indexing. The method first uses geometric information to locate potential matching regions, then employs spatial indexing to divide the layout into sub-regions, quickly excluding irrelevant areas and improving efficiency. Multithreading and compiler optimizations further enhance speed. Experiments show that our approach achieves a 20- 30x speedup over commercial tools while maintaining 100% accuracy, demonstrating its effectiveness for very large-scale integrated circuit defect detection.

Zhejiang University (CN)
Openalex Percentile: Top 80%
Advancements in Photolithography Techniques
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