The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Aug. 02, 2022

Filed:

Jun. 05, 2019
Applicant:

Synopsys, Inc., Mountain View, CA (US);

Inventors:

Charles C. Chiang, Saratoga, CA (US);

Yen-Ting Yu, New Taipei, TW;

Geng-He Lin, Hsinchu, TW;

Hui-Ru Jiang, New Taipei, TW;

Assignee:

Synopsys, Inc., Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/10 (2019.01); G06N 20/00 (2019.01); G06T 7/00 (2017.01); G06V 10/50 (2022.01); G06V 10/424 (2022.01); G06K 9/62 (2022.01);
U.S. Cl.
CPC ...
G06N 20/10 (2019.01); G06N 20/00 (2019.01); G06T 7/001 (2013.01); G06V 10/424 (2022.01); G06V 10/50 (2022.01); G06K 9/622 (2013.01); G06K 9/6269 (2013.01); G06T 2207/30144 (2013.01);
Abstract

A hotspot detection system that classifies a set of hotspot training data into a plurality of hotspot clusters according to their topologies, where the hotspot clusters are associated with different hotspot topologies, and classifies a set of non-hotspot training data into a plurality of non-hotspot clusters according to their topologies, where the non-hotspot clusters are associated with different topologies. The system extracts topological and non-topological critical features from the hotspot clusters and centroids of the non-hotspot clusters. The system also creates a plurality of kernels configured to identify hotspots, where each kernel is constructed using the extracted critical features of the non-hotspot clusters and the extracted critical features from one of the hotspot clusters, and each kernel is configured to identify hotspot topologies different from hotspot topologies that the other kernels are configured to identify.


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