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. 30, 2026

Filed:

Jun. 09, 2023
Applicant:

Ntt Research, Inc., Sunnyvale, CA (US);

Inventors:

Hidenori Tanaka, Sunnyvale, CA (US);

Ekdeep Singh Lubana, Sunnyvale, CA (US);

Assignee:

NTT RESEARCH, INC., Sunnyvale, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/084 (2023.01); G06N 3/0464 (2023.01);
U.S. Cl.
CPC ...
G06N 3/084 (2013.01); G06N 3/0464 (2023.01);
Abstract

A method of training a neural network may be provided. The method may include receiving a raw data set and normalizing the raw data set using a group normalization layer to generate a training data set for training a neural network, wherein the group normalization layer segments the raw data set into a plurality of groups of a predetermined size. The method may also include randomly initializing the neural network by randomly assigning values to a plurality of weights corresponding to a plurality of layers of the neural network. The method may further include training the neural network using the training data set.


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