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. 04, 2026

Filed:

Sep. 16, 2022
Applicant:

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

Inventors:

Mrinaal Dogra, Jammu, IN;

Parameswaranath Vadackupurath Mani, Thuravoor, IN;

Beda Prakash Meher, Sundargarh, IN;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01);
Abstract

A method and system for learning universal vector representation of concepts in a distributed environment comprising a plurality of edge devices are provided. The method includes obtaining data from one or more sources available at the candidate edge device, determining a plurality of concepts from the obtained data, training on-device artificial intelligence (AI) model locally available at the candidate edge device using the plurality of concepts. The method also includes transmitting the at least one trained on-device AI model to a server and receiving a global AI model for deployment from the server. The method further includes deploying the global AI model for universal vector representation of concepts in the candidate edge device.


Find Patent Forward Citations

Dogra, Mrinaal. (2026). System and method for distributed learning of universal vector representations on edge devices (U.S. Patent No. 12699923). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12699923

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Loading…