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. 21, 2025

Filed:

Apr. 12, 2019
Applicants:

Nippon Telegraph and Telephone Corporation, Tokyo, JP;

Victoria University of Wellington, Wellington, NZ;

Inventors:

Kenta Niwa, Tokyo, JP;

Willem Bastiaan Kleijn, Wellington, NZ;

Assignees:

NTT, Inc., Tokyo, JP;

VICTORIA UNIVERSITY OF WELLINGTON, Wellington, NZ;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2023.01);
U.S. Cl.
CPC ...
G06N 3/04 (2013.01);
Abstract

Techniques for achieving a scalable DNN and a multi-task DNN, for example, are provided. A neural network system is a neural network system including a plurality of models. Each one of the plurality of models is a DNN including a plurality of layers. Some or all of the plurality of models include at least one layer for which some or all of model variables are equivalent or common (hereinafter referred to as a 'shared layer') and also include at least one layer for which the model variables are not equivalent nor common (hereinafter referred to as an “unshared layer”).


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