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:
Jul. 07, 2020

Filed:

Oct. 22, 2018
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Dongbing Shao, Wappingers Falls, NY (US);

Jing Sha, White Plains, NY (US);

Kafai Lai, Poughkeepsie, NY (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 30/30 (2020.01); G06K 9/62 (2006.01); G06K 9/32 (2006.01); G06N 3/04 (2006.01); G06F 30/398 (2020.01); G06F 17/50 (2006.01);
U.S. Cl.
CPC ...
G06F 30/398 (2020.01); G06K 9/3216 (2013.01); G06K 9/6256 (2013.01); G06K 9/6269 (2013.01); G06N 3/0418 (2013.01); G06K 2009/3225 (2013.01);
Abstract

A method for detecting hotspots in physical design layout patterns includes receiving a given physical design layout pattern, utilizing a hotspot detection model to detect one or more potential hotspots in the given physical design layout pattern, and performing a verification to determine whether a given potential hotspot of the one or more potential hotspots detected by the hotspot detection model comprises a real hotspot or a nonexistent hotspot. The method also includes, responsive to determining that the given potential hotspot comprises an actual hotspot, modifying the given physical design layout pattern to remove the actual hotspot. The method further includes, responsive to determining that the given potential hotspot comprises a nonexistent hotspot, augmenting the hotspot detection model with additional training data generated based on the nonexistent hotspot.


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