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:

Feb. 22, 2023
Applicant:

Kabushiki Kaisha Toshiba, Minato-ku, JP;

Inventors:

Albert Rodriguez Mulet, Kawasaki Kanagawa, JP;

Shuhei Nitta, Tokyo, JP;

Yoshiyuki Kokojima, Yokohama Kanagawa, JP;

Ryusuke Hirai, Tokyo, JP;

Yasutaka Furusho, Fuchu Tokyo, JP;

Manabu Nishiyama, Tokyo, JP;

Yusuke Natsui, Yokohama Kangawa, JP;

Assignee:

KABUSHIKI KAISHA TOSHIBA, Kawasaki, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/082 (2023.01); G06N 3/048 (2023.01);
U.S. Cl.
CPC ...
G06N 3/082 (2013.01); G06N 3/048 (2023.01);
Abstract

According to one embodiment, a learning apparatus includes a processor. The processor performs, on a neural network model, an adaptation processing that includes at least either insertion of an activation function, or correction of the activation function. The processor generates a trained model by training the neural network model on which the adaptation processing has been performed. The processor performs pruning on the trained model to generate a reconstructed model from which a parameter has been reduced.


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