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:
Jan. 21, 2025

Filed:

Aug. 26, 2019
Applicants:

Samsung Electronics Co., Ltd, Suwon-si, KR;

Seoul National University R&db Foundation, Seoul, KR;

Inventors:

Seungwon Lee, Hwaseong-si, KR;

Hanmin Park, Seoul, KR;

Gunhee Lee, Seoul, KR;

Namhyung Kim, Seoul, KR;

Joonsang Yu, Seoul, KR;

Kiyoung Choi, Seoul, KR;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/063 (2023.01); G06N 3/04 (2023.01); G06N 3/084 (2023.01);
U.S. Cl.
CPC ...
G06N 3/063 (2013.01); G06N 3/04 (2013.01); G06N 3/084 (2013.01);
Abstract

A method of accelerating a training process of a neural network includes acquiring activations used in the training process and a bit-vector corresponding to the activations, selecting activations requiring an operation from among the acquired activations by using the bit-vector, and performing backward propagation using the selected activations and filters corresponding to the selected activations.


Find Patent Forward Citations

Lee, Seungwon. (2025). Method of accelerating training process of neural network and neural network device thereof (U.S. Patent No. 12205012). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12205012

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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