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:
Oct. 07, 2025

Filed:

Dec. 29, 2021
Applicant:

Uif (University Industry Foundation), Yonsei University, Seoul, KR;

Inventors:

No Seong Park, Seoul, KR;

Sheo Yon Jhin, Goyang-si, KR;

Min Ju Jo, Seoul, KR;

Tae Yong Kong, Seoul, KR;

Jin Sung Jeon, Seoul, KR;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/045 (2023.01); G06F 17/13 (2006.01); G06N 3/048 (2023.01);
U.S. Cl.
CPC ...
G06N 3/045 (2023.01); G06F 17/13 (2013.01); G06N 3/048 (2023.01);
Abstract

An apparatus for an artificial intelligence neural network based on co-evolving neural ordinary differential equations (NODEs) includes a main NODE module configured to provide a downstream machine learning task; and an attention NODE module configured to receive the downstream machine learning task and provide attention to the main NODE module, in which the main NODE module and the attention NODE module may influence each other over time so that the main NODE module outputs a multivariate time-series value at a given time for an input sample x.


Find Patent Forward Citations

Park, No. (2025). Apparatus and method for artificial intelligence neural network based on co-evolving neural ordinary differential equations (U.S. Patent No. 12437185). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12437185

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