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:
Dec. 09, 2025

Filed:

Jul. 02, 2021
Applicant:

Solid State Storage Technology Corporation, Taipei, TW;

Inventors:

Yen-Chin Liao, Taipei, TW;

Ching-Hui Huang, Taipei, TW;

Shih-Jia Zeng, Taipei, TW;

Hsie-Chia Chang, Taipei, TW;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2023.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01); G11C 16/28 (2006.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01); G11C 16/28 (2013.01);
Abstract

A method of building a decoding status prediction system is provided. Firstly, plural read records are collected during read cycles of a flash memory. Then, the plural read records are classified into read records with a first read result and read records with a second read result. Then, a first portion of the read records with the first read result are divided into K0 groups according to a clustering algorithm, and a second portion of the read records with the second read result are divided into K1 groups according to the clustering algorithm. Then, the read records of the K0 groups and the K1 groups are used to train prediction models. Consequently, K0×K1 prediction models are generated. Then, the prediction models are combined as a prediction database.


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