Invention Grant
- Patent Title: Deep solid state device (deep-SSD): a neural network based persistent data storage
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Application No.: US16430408Application Date: 2019-06-03
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Publication No.: US11449268B2Publication Date: 2022-09-20
- Inventor: Ramdas P. Kachare , Manali Sharma
- Applicant: Samsung Electronics Co., Ltd.
- Applicant Address: KR Suwon-si
- Assignee: Samsung Electronics Co., Ltd.
- Current Assignee: Samsung Electronics Co., Ltd.
- Current Assignee Address: KR Suwon-si
- Agency: Renaissance IP Law Group LLP
- Main IPC: G06F3/06
- IPC: G06F3/06 ; G06N3/08

Abstract:
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.
Public/Granted literature
- US20200159445A1 DEEP SOLID STATE DEVICE (DEEP-SSD): A NEURAL NETWORK BASED PERSISTENT DATA STORAGE Public/Granted day:2020-05-21
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