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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.

Patent No.:

US 12762425 B1

PDFFull Text
Date of Patent:
Oct. 13, 2026

Filed:

Apr. 01, 2021

Device and method for transferring knowledge of an artificial neural network

Applicants:

Commissariat À L'énergie Atomique ET Aux Énergies Alternatives, Paris, FR;

Universite Grenoble Alpes, Saint Matrin d'Heres, FR;

Centre National DE LA Recherche Scientifique, Paris, FR;

Université DE Chambéry—université Savoie Mont Blanc, Chambery Cedex, FR;

Inventors:

Miquel Angel Solinas, Grenoble Cedex, FR;

Marina Reyboz, Grenoble Cedex, FR;

Stephane Rousset, Grenoble, FR;

Martial Mermillod, Pontcharra, FR;

Clovis Galiez, Saint Martin d'Heres, FR;

Assignees:

Commissariat à l'Énergie Atomique et aux Énergies Alternatives, Paris, FR;

Universite Grenoble Alpes, Saint Martin D'Heres, FR;

Centre National de la Recherche Scientifique, Paris, FR;

Université de Chambéry—Université Savoie Mont Blanc, Chambery Cedex, FR;

Attorney:

Wolf, Greenfield & Sacks, P.C.

Primary Examiner:

Usmaan Saeed

Assistant Examiner:

Alvaro S Laham Bauzo

Int. Cl.
CPC ...
G06N 3/096 (2023.01); G06F 18/211 (2023.01); G06F 18/214 (2023.01);
U.S. Cl.
CPC ...
G06N 3/096 (2023.01); G06F 18/211 (2023.01); G06F 18/214 (2023.01);
Abstract

A method of generating training data for transferring knowledge from a trained artificial neural network to a further artificial neural network, the method including: a) injecting a first sample into the trained artificial neural network; b) reinjecting a pseudo sample, generated based on a replicated sample present at the one or more outputs of the trained artificial neural network, into the trained artificial neural network in order to generate a new replicated sample; and c) repeating b) one or more times, wherein the training data for training the further artificial neural network includes at least two of the reinjected pseudo samples originating from the same first sample and corresponding output values generated by the trained artificial neural network.

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Solinas, Miquel. (2026). Device and method for transferring knowledge of an artificial neural network (U.S. Patent No. 12762425). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12762425

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