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. 29, 2023

Filed:

Sep. 19, 2019
Applicant:

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

Inventors:

Tal Kachman, Haifa, IL;

Kenneth Lee Clarkson, Madison, NJ (US);

Mark S. Squillante, Greenwich, CT (US);

Lior Horesh, North Salem, NY (US);

Ismail Yunus Akhalwaya, Emmarentia, ZA;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 10/00 (2022.01); G06N 10/60 (2022.01); G06F 18/20 (2023.01); G06F 18/2415 (2023.01); G06V 10/764 (2022.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 18/24155 (2023.01); G06F 18/29 (2023.01); G06N 10/00 (2019.01); G06N 10/60 (2022.01); G06V 10/764 (2022.01);
Abstract

Systems, computer-implemented methods, and computer program products that can facilitate quantum topological classification are described. According to an embodiment, a system can comprise a memory that stores computer executable components and a processor that executes the computer executable components stored in the memory. The computer executable components can comprise a topological component that employs one or more quantum computing operations to identify one or more persistent homology features of a topological simplicial structure. The computer executable components can further comprise a topological classifier component that employs one or more machine learning models to classify the topological simplicial structure based on the one or more persistent homology features.


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