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:
Feb. 20, 2024

Filed:

Dec. 08, 2021
Applicant:

Battelle Memorial Institute, Columbus, OH (US);

Inventors:

Adam Kimura, Lewis Center, OH (US);

Rohan Prabhu, Dublin, OH (US);

Noah Mun, Columbus, OH (US);

Assignee:

BATTELLE MEMORIAL INSTITUTE, Columbus, OH (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 30/327 (2020.01); G06F 30/392 (2020.01); G06F 30/333 (2020.01); G06F 30/27 (2020.01); G06F 30/3308 (2020.01); G06F 30/367 (2020.01); G06F 30/398 (2020.01); G06N 3/08 (2023.01); G06F 119/18 (2020.01);
U.S. Cl.
CPC ...
G06F 30/327 (2020.01); G06F 30/333 (2020.01); G06F 30/392 (2020.01); G06N 3/08 (2013.01); G06F 30/27 (2020.01); G06F 30/3308 (2020.01); G06F 30/367 (2020.01); G06F 30/398 (2020.01); G06F 2119/18 (2020.01);
Abstract

In an integrated circuit (IC) assessment method, an artificial intelligence (AI) component comprising at least one artificial neural network (ANN) is trained to transform layout rendering tiles of a rendering of a reference IC into corresponding reference layout image tiles extracted from at least one layout image of the reference IC. Using the trained AI component, standard cell layout renderings of a library of GDSII or OASIS standard cell layout renderings are transformed into as-fabricated standard cell layout renderings forming a library of as fabricated standard cell layout renderings. Instantiated standard cells and their placements in the layout image of an IC-under-test are identified by matching the instantiated standard cells with corresponding as-fabricated standard cell layout renderings retrieved from the library of as fabricated standard cell layout renderings.


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