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Patent Agency Ranking
公开(公告)号：US11586848B2
公开(公告)日：2023-02-21
申请号：US16268762
申请日：2019-02-06
Applicant: Samsung Electronics Co., Ltd.
Inventor： Eun-Jin Yun , Sung-Joon Kim , Sang-Hoan Chang
Abstract: An object recognition device including an artificial neural network (NN) engine configured to receive learning data and weights, make an object recognition model (ORM) learn by using the received information, and provide selected weight data including weights from the selected portion of the weights, and further configured to receive a feature vector, and apply the feature vector extracted from an object data that constructs the object and the selected weight data to the learned ORM to provide an object recognition result, a nonvolatile memory (NVM) configured to store the learned ORM, and an error correction code (ECC) engine configured to perform an ECC encoding on the selected weight data to generate parity data, provide the selected weight data and the parity data to the NVM, and provide the selected weight data to the NN engine by performing an ECC decoding on the selected weight data based on the parity data.
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2.发明授权公开(公告)号：US10672479B2
公开(公告)日：2020-06-02
申请号：US16127793
申请日：2018-09-11
Applicant: Samsung Electronics Co., Ltd.
Inventor： Taek-Soo Kim , Chan-Ik Park , Hyun-Sung Shin , Sang-Hoan Chang
IPC: G11C7/10 , G11C16/14 , G11C16/26 , G11C16/08 , G11C19/28 , G11C29/42 , G11C8/14 , G11C7/18 , H01L27/11526 , G11C5/14 , G11C14/00 , H01L27/1157 , H01L27/11582 , G11C29/04 , G11C16/04
Abstract: A nonvolatile memory device includes a memory cell array including a plurality of nonvolatile memory cells; a page buffer circuit connected to the memory cell array through a plurality of bit lines; a calculation circuit configured to perform a calculation on information bits and weight bits based on a calculation window having a first size, the information bits and weight bits being included in a user data set, the memory cell array being configured to store the user data set, the calculation circuit being further configured to receive the user data set through the page buffer circuit; and a data input/output (I/O) circuit connected to the calculation circuit, wherein the calculation circuit is further configured to provide an output data set to the data I/O circuit in response to the calculation circuit completing the calculation with respect to all of the information bits and the weight bits, and wherein the output data set corresponds to a result of the completed calculation.
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公开(公告)号：US20200034666A1
公开(公告)日：2020-01-30
申请号：US16268762
申请日：2019-02-06
Applicant: Samsung Electronics Co., Ltd.
Inventor： Eun-Jin Yun , Sung-Joon Kim , Sang-Hoan Chang
Abstract: An object recognition device including an artificial neural network (NN) engine configured to receive learning data and weights, make an object recognition model (ORM) learn by using the received information, and provide selected weight data including weights from the selected portion of the weights, and further configured to receive a feature vector, and apply the feature vector extracted from an object data that constructs the object and the selected weight data to the learned ORM to provide an object recognition result, a nonvolatile memory (NVM) configured to store the learned ORM, and an error correction code (ECC) engine configured to perform an ECC encoding on the selected weight data to generate parity data, provide the selected weight data and the parity data to the NVM, and provide the selected weight data to the NN engine by performing an ECC decoding on the selected weight data based on the parity data.
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公开(公告)号：US08923043B2
公开(公告)日：2014-12-30
申请号：US13762737
申请日：2013-02-08
Applicant: Samsung Electronics Co., Ltd.
Inventor： Yang-Woo Roh , Chul Lee , Sang-Hoan Chang , Jae-Soo Lee , Joo-Young Hwang
CPC classification number: G11C13/0004 , G11C7/14 , G11C13/004 , G11C13/0061 , G11C2013/0078 , G11C2213/72
Abstract: A memory device may include a normal cell which is configured to be programmed to a first resistance and stabilized as a resistance of the normal cell drifts from the first resistance to a second resistance; a flag cell which is configured to be programmed to a third resistance smaller than the first resistance and stabilized as a resistance of the flag cell drifts from the third resistance to a fourth resistance smaller than the second resistance; and a decision circuit which is configured to decide whether the flag cell has been stabilized in order to determine whether the normal cell has been stabilized.
Abstract translation: 存储器件可以包括正常单元，其被配置为被编程为第一电阻并且随着正常单元的电阻从第一电阻漂移到第二电阻而稳定; 被配置为被编程为小于所述第一电阻的第三电阻并且随着所述标志单元的电阻从所述第三电阻漂移到小于所述第二电阻的第四电阻而稳定的标志单元; 以及判定电路，其被配置为判定标志单元是否已经稳定以便确定正常单元是否已经稳定。
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公开(公告)号：US20230196753A1
公开(公告)日：2023-06-22
申请号：US18171579
申请日：2023-02-20
Applicant: Samsung Electronics Co., Ltd.
Inventor： Eun-Jin YUN , Sung-Joon Kim , Sang-Hoan Chang
IPC: G06V10/82 , G06V20/00 , G06F18/21 , G06F18/214 , G06V30/19 , G06V30/226
CPC classification number: G06V10/82 , G06V20/00 , G06F18/217 , G06F18/214 , G06V30/19173 , G06V30/2272
Abstract: An object recognition device including an artificial neural network (NN) engine configured to receive learning data and weights, make an object recognition model (ORM) learn by using the received information, and provide selected weight data including weights from the selected portion of the weights, and further configured to receive a feature vector, and apply the feature vector extracted from an object data that constructs the object and the selected weight data to the learned ORM to provide an object recognition result, a nonvolatile memory (NVM) configured to store the learned ORM, and an error correction code (ECC) engine configured to perform an ECC encoding on the selected weight data to generate parity data, provide the selected weight data and the parity data to the NVM, and provide the selected weight data to the NN engine by performing an ECC decoding on the selected weight data based on the parity data.
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