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:
Jun. 09, 2026

Filed:

Apr. 15, 2022
Applicant:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Inventors:

Jun Haeng Lee, Hwaseong-si, KR;

Seongjin Park, Suwon-si, KR;

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01);
Abstract

A neural network training method and apparatus are disclosed, where the neural network training method using trend includes receiving original training data and trend information, obtaining a first prediction value and a first loss from a neural network based on the original training data, obtaining a second prediction value from the neural network based on the original training data using the trend information, determining a target loss by modifying the first loss based on the first prediction value and the second prediction value, and training the neural network based on the target loss.


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Lee, Jun. (2026). Neural network training method and apparatus using trend (U.S. Patent No. 12651158). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12651158

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