US 12,107,601 B2
Data error correction method, apparatus, device, and readable storage medium
Yan Wang, Shenzhen (CN); and Weijun Li, Shenzhen (CN)
Assigned to SHENZHEN DAPU MICROELECTRONICS CO., LTD., Shenzhen (CN)
Filed by SHENZHEN DAPU MICROELECTRONICS CO., LTD., Shenzhen (CN)
Filed on Apr. 29, 2022, as Appl. No. 17/733,165.
Application 17/733,165 is a continuation of application No. PCT/CN2020/102018, filed on Jul. 15, 2020.
Claims priority of application No. 201911077492.3 (CN), filed on Nov. 6, 2019.
Prior Publication US 2022/0255558 A1, Aug. 11, 2022
Int. Cl. H03M 13/00 (2006.01); G06N 3/08 (2023.01); H03M 13/03 (2006.01); H03M 13/11 (2006.01)
CPC H03M 13/033 (2013.01) [G06N 3/08 (2013.01); H03M 13/1102 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A data error correction method, comprising:
acquiring target data to be error-corrected;
performing error correction on the target data using an error-correcting code (ECC) to obtain first ECC-corrected data;
responsive to determining that the first ECC-corrected data have one or more first errors, correcting the target data using a target neural network to obtain network-corrected data, wherein the network-corrected data comprise a version of the target data corrected by the target neural network;
responsive to determining that the network-corrected data have one or more second errors,
updating the target data to be the network-corrected data; and
performing the error correction on the updated target data using the ECC to obtain second ECC-corrected data; and
responsive to the performing of the error correction on the updated target data being successful, determining the second ECC-corrected data as error-corrected target data which are error free.