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:
Nov. 25, 2025

Filed:

Jun. 16, 2022
Applicant:

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

Inventors:

Aaron K. Baughman, Cary, NC (US);

Kavitha Hassan Yogaraj, Bangalore, IN;

Arjun Kashyap, Bangalore, IN;

Gururaja Hebbar, Frisco, TX (US);

Rukhsan Ul Haq, Srinagar, IN;

Sudeep Ghosh, Bengaluru, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2023.01); G06N 3/045 (2023.01); G06N 3/084 (2023.01); G06N 10/60 (2022.01);
U.S. Cl.
CPC ...
G06N 3/045 (2023.01); G06N 3/084 (2013.01); G06N 10/60 (2022.01);
Abstract

Providing a hybrid neural network architecture by training a plurality of models using a set of training data, the plurality comprising quantum models and classical models, evaluating each model using a common test data set, assigning one or more evaluation metrics to each model according to the evaluation, generating a plurality of networks, each network comprising a combination of the models, evaluating a flow of each network, selecting a network according to the flow, and providing the selected network to a user.


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