Hybrid memory management of non-volatile memory (NVM) devices for use with recurrent neural networks

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United States of America Patent

PATENT NO 11893244
APP PUB NO 20230116755A1
SERIAL NO

17499588

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Abstract

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Recurrent Neural Networks (RNNs) wherein a non-volatile memory (NVM) array provides a memory bank for the RNN. The RNN may include a Neural Turning Machine (NTM) and the memory bank may be an NTM matrix stored in the NVM array. In some examples, a data storage device (DSD) that controls the NVM array includes both a data storage controller and a separate NTM controller. The separate NTM controller accesses the NTM matrix of the NVM array directly while bypassing flash translation layer (FTL) components of the data storage controller. Additionally, various majority wins error detection and correction procedures are described, as well as various disparity count-based procedures.

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Patent Owner(s)

  • WESTERN DIGITAL TECHNOLOGIES, INC.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bazarsky, Alexander Holon, IL 159 1112
Linnen, Daniel Joseph Naperville, US 13 35
Navon, Ariel Revava, IL 164 1546
Pele, Ofir Hod Hasharon, IL 18 28

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