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:
Jan. 03, 2023

Filed:

May. 04, 2020
Applicant:

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

Inventors:

Amit Berman, Ramat Gan, IL;

Ariel Doubchak, Herzliya, IL;

Eli Haim, Raanana, IL;

Evgeny Blaichman, Tel Aviv, IL;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H03M 13/15 (2006.01); G06N 3/08 (2006.01); G11C 7/02 (2006.01); G11C 11/4074 (2006.01); G11C 11/408 (2006.01); H03M 13/11 (2006.01); H03M 13/39 (2006.01);
U.S. Cl.
CPC ...
H03M 13/1515 (2013.01); G06N 3/08 (2013.01); G11C 7/02 (2013.01); G11C 11/4074 (2013.01); G11C 11/4085 (2013.01); H03M 13/1105 (2013.01); H03M 13/3927 (2013.01);
Abstract

A mobile electronic device may include a memory device and a memory controller including an error correction code (ECC) encoder to encode data, a constrained channel encoder configured to encode an output of the ECC encoder based on one or more constraints, a reinforcement learning pulse programming (RLPP) component configured to identify a programming algorithm for programming the data to the memory device, an expectation maximization (EM) signal processing component configured to receive a noisy multi-wordline voltage vector from the memory device and classify each bit of the vector with a log likelihood ration (LLR) value, a constrained channel decoder configured to receive a constrained vector from the EM signal processing component and produce an unconstrained vector, and an ECC decoder configured to decode the unconstrained vector. A machine learning interference cancellation component may operate based on or independent of input from the EM signal processing component.


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