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:
Nov. 16, 2021

Filed:

Apr. 09, 2020
Applicants:

Kabushiki Kaisha Toshiba, Minato-ku, JP;

Kioxia Corporation, Minato-ku, JP;

Inventors:

Magnus Stig Torsten Sandell, Bristol, GB;

Amr Ismail, Bristol, GB;

Assignees:

Kabushiki Kaisha Toshiba, Minato-ku, JP;

Kioxia Corporation, Minato-ku, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H03M 13/11 (2006.01); H03M 13/39 (2006.01); H03M 13/37 (2006.01); G06N 3/04 (2006.01); H03M 13/00 (2006.01); G06K 9/62 (2006.01);
U.S. Cl.
CPC ...
H03M 13/1111 (2013.01); G06K 9/6256 (2013.01); G06N 3/04 (2013.01); H03M 13/3738 (2013.01); H03M 13/3927 (2013.01); H03M 13/6577 (2013.01);
Abstract

A method of soft decoding received signals. The method comprising defining quantisation intervals for a signal value range, determining a number of bits in each quantisation interval that are connected to unsatisfied constraints, providing, the number of bits in each quantisation interval that are connected to unsatisfied constraints, as an input to a trained model, wherein the trained model has been trained to cover an operational range of a device for soft decoding of signals, determining, using the trained model, a log likelihood ratio for each quantisation interval, and performing soft decoding using the log likelihood ratios.


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