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:
May. 27, 2025

Filed:

Jan. 15, 2021
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Leo Moreno Betthauser, Sammamish, WA (US);

Ziyao Li, Kirkland, WA (US);

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/045 (2023.01); G06N 3/082 (2023.01);
U.S. Cl.
CPC ...
G06N 3/045 (2023.01); G06N 3/082 (2013.01);
Abstract

Creating a machine learning graph neural network configured to process signals. A method includes identifying a plurality of machine learning graphs where each of the machine learning graphs are for different types of data. The method further includes receiving input identifying shared content of different machine learning graph nodes from different graphs in the plurality of machine learning graphs. The method further includes creating a combined machine learning graph neural network, configured to process signals, using the plurality of machine learning graphs based on the shared content, the combined machine learning graph neural network comprising nodes corresponding to nodes in the plurality of machine learning graphs such that output from the combined machine learning graph neural network comprises outputs generated based on relationships of nodes in the combined machine learning graph corresponding to nodes in different machine learning graphs in the plurality of machine learning graphs.


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