ERROR DETECTION AND CORRECTION USING MACHINE LEARNING

    公开(公告)号:US20220013189A1

    公开(公告)日:2022-01-13

    申请号:US16923334

    申请日:2020-07-08

    Abstract: A memory system including a memory device and a memory controller including a processor. The memory controller is configured to read outputs from the memory cells in response to a read command from a host and to convert the read outputs to a first codeword. The processor performs a first error correcting code (ECC) operation on the first codeword. The processor is further configured to apply, for each selected memory cell among the memory cells, a corresponding one of the read outputs and at least one related feature as input features to a machine learning algorithm to generate a second codeword, and the memory controller is configured to perform a second ECC operation on the second codeword, when the first ECC operation fails.

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