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:
Sep. 24, 2019

Filed:

Jun. 07, 2017
Applicant:

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

Inventors:

Hyunkyo Oh, Yongin-si, KR;

Seungkyung Ro, Anyang-si, KR;

Heewon Lee, Suwon-si, KR;

Seongnam Kwon, Bucheon-si, KR;

Oak-Ha Kim, Yongin-si, KR;

Donggi Lee, Yongin-si, KR;

Assignee:

Samsung ELectronics Co., Ltd., Suwon-si, Gyeonggi-do, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G11C 29/00 (2006.01); G11C 16/34 (2006.01); G06N 20/00 (2019.01); G11C 29/04 (2006.01); G11C 29/52 (2006.01); G11C 7/14 (2006.01); G11C 11/56 (2006.01); G11C 16/26 (2006.01); G11C 29/02 (2006.01); G11C 29/42 (2006.01); G11C 16/04 (2006.01);
U.S. Cl.
CPC ...
G11C 16/349 (2013.01); G06N 20/00 (2019.01); G11C 7/14 (2013.01); G11C 11/5642 (2013.01); G11C 16/26 (2013.01); G11C 29/021 (2013.01); G11C 29/028 (2013.01); G11C 29/04 (2013.01); G11C 29/42 (2013.01); G11C 29/52 (2013.01); G11C 16/0483 (2013.01);
Abstract

A memory system includes multiple storage devices that each include a nonvolatile memory device. A client device is configured to collect deterioration information of the nonvolatile memory devices provided from the storage devices. A server device is configured to receive the collected deterioration information and to predict a degree of deterioration of the nonvolatile memory devices in real time by performing machine learning based on the collected deterioration information and initial deterioration information. The client device determines a read level of the nonvolatile memory device based on the degree of deterioration of the nonvolatile memory devices from the server device. The storage device sets the nonvolatile memory device to operate based on the read level determined in the client device.


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