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:
Jul. 03, 2018

Filed:

May. 25, 2017
Applicants:

Donghwan Lee, Namyangju-si, KR;

Junjin Kong, Yongin-si, KR;

Seongnam Kwon, Bucheon-si, KR;

Seungkyung RO, Anyang-si, KR;

Changkyu Seol, Osan-si, KR;

Hong Rak Son, Anyang-si, KR;

Pilsang Yoon, Hwaseong-si, KR;

Donggi Lee, Yongin-si, KR;

Heewon Lee, Seoul, KR;

Inventors:

Donghwan Lee, Namyangju-si, KR;

Junjin Kong, Yongin-si, KR;

Seongnam Kwon, Bucheon-si, KR;

Seungkyung Ro, Anyang-si, KR;

Changkyu Seol, Osan-si, KR;

Hong Rak Son, Anyang-si, KR;

Pilsang Yoon, Hwaseong-si, KR;

Donggi Lee, Yongin-si, KR;

Heewon Lee, Seoul, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G11C 7/00 (2006.01); G06F 3/06 (2006.01); G06N 99/00 (2010.01);
U.S. Cl.
CPC ...
G06F 3/0659 (2013.01); G06F 3/061 (2013.01); G06F 3/0656 (2013.01); G06F 3/0679 (2013.01); G06N 99/005 (2013.01);
Abstract

A storage device may include a nonvolatile memory device, a buffer memory, and a controller. The controller may perform first accesses on the nonvolatile memory device using the buffer memory, collect access result information and access environment information of the first accesses in the buffer memory, and generate an access classifier that predicts a result of a second access to the nonvolatile memory device by performing machine learning based on the access result information and the access environment information collected in the buffer memory.


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