DEEP SOLID STATE DEVICE (DEEP-SSD): A NEURAL NETWORK BASED PERSISTENT DATA STORAGE

    公开(公告)号:US20200159445A1

    公开(公告)日:2020-05-21

    申请号:US16430408

    申请日:2019-06-03

    IPC分类号: G06F3/06 G06N3/08

    摘要: According to one general aspect, an apparatus may include a host interface circuit configured to receive a memory access request, wherein the memory access request is associated with a data set. The apparatus may include a non-volatile memory storage circuit configured to create and store a transformed data set. The apparatus may include a translation circuit comprising at least one machine learning circuit. The translation circuit may be configured to: in response to a write memory access, convert an original version of the data set to the transformed data set, and in response to a read memory access, convert the transformed data set to a reconstructed data set.