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:
Aug. 16, 2022

Filed:

Aug. 27, 2020
Applicant:

Kioxia Corporation, Tokyo, JP;

Inventors:

Ryota Yoshizawa, Yokohama Kanagawa, JP;

Kenichiro Furuta, Shinjuku Tokyo, JP;

Yuma Yoshinaga, Yokohama Kanagawa, JP;

Osamu Torii, Minato Tokyo, JP;

Tomoya Kodama, Kawasaki Kanagawa, JP;

Assignee:

KIOXIA CORPORATION, Tokyo, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H03M 13/29 (2006.01); G06N 3/08 (2006.01); H03M 13/45 (2006.01);
U.S. Cl.
CPC ...
H03M 13/2927 (2013.01); G06N 3/08 (2013.01); H03M 13/451 (2013.01);
Abstract

According to one embodiment, a learning device includes a noise generation unit, a decoding unit, a generation unit, and a learning unit. The noise generation unit outputs a second code word which corresponds to a first code word to which noise has been added. The decoding unit decodes the second code word and outputs a third code word. The generation unit generates learning data for learning a weight in message passing decoding in which the weight and a message to be transmitted are multiplied, based on whether or not decoding of the second code word into the third code word has been successful. The learning unit determines a value for the weight in the message passing decoding by using the learning data.


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