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公开(公告)号:US20230118505A1
公开(公告)日:2023-04-20
申请号:US17887183
申请日:2022-08-12
Applicant: Samsung Electronics Co., Ltd. , IUCF-HYU (Industry-University Cooperation Foundation Hanyang University)
Inventor: Donghyun Lee , Joonsang Yu , Junki Park , Jungwook Choi
Abstract: A neural network operation apparatus may include a receiver configured to receive input data to perform the neural network operation and a quantized Look Up Table (LUT) corresponding to a non-linear function comprised in the neural network operation, and a processor configured to perform scale-up on the input data based on a scale factor, to extract a quantized LUT parameter from the quantized LUT based on scaled-up input data, and to generate an operation result by performing a neural network operation based on the quantized LUT parameter.
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公开(公告)号:US11219375B2
公开(公告)日:2022-01-11
申请号:US16663422
申请日:2019-10-25
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor: Donghyun Lee , Sunok Jung , Seunghwan Shin
IPC: A61B5/0205 , A61B5/00 , A61B5/01 , A61B5/11 , A61B5/024 , A61B5/021 , A61B5/1171
Abstract: An electronic device includes a processor and memory, wherein the memory stores instructions that, when executed by the processor, control the electronic device to: determine a pulse arrival time (PAT) value, a heart rate (HR) value, and a pulse transit time (PTT) value from the second data, calculate a first blood pressure value (BP1) and a second blood pressure value (BP2) by applying the determined values to pulse wave velocity (PWV) algorithms of Equations 1 and 2, wherein BP1≅a1PAT+b1HR+c1 . . . Equation 1, BP2≅a2 ln(PTT)+b2 . . . Equation 2 in Equations 1 and 2, a1, a2, b1, b2, and c1 are constant values for matching blood pressure values measured during calibration with blood pressure values measured by a cuff hemodynamometer, determine a calibration time point based at least in part on a difference between the first blood pressure value and the second blood pressure value, and provide guide information related to the calibration time point through a user interface based at least in part on the determination.
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公开(公告)号:US11861504B2
公开(公告)日:2024-01-02
申请号:US16830480
申请日:2020-03-26
Inventor: Donghyun Lee , Euntae Choi , Kyungmi Lee , Kiyoung Choi
Abstract: A method of performing a class incremental learning in a neural network apparatus, the method including training an autoencoder using first input embeddings with respect to a first class group, calculating a contribution value of each of parameters of the autoencoder and calculating a representative value with respect to each of at least one first class included in the first class group in the training of the autoencoder, retraining the autoencoder using second input embeddings with respect to a second class group, and updating the contribution value of the each of the parameters and calculating a representative value with respect to each of at least one second class included in the second class group in the retraining the autoencoder.
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公开(公告)号:US11337642B2
公开(公告)日:2022-05-24
申请号:US15927154
申请日:2018-03-21
Applicant: Samsung Electronics Co., Ltd.
Inventor: Jaesung Lee , Jinhee Won , Daehyeong Lim , Dongwook Kim , Jongmin Choi , Minho Park , Intaek Oh , Donghyun Lee , Taeho Kim , Seungeun Lee
Abstract: An electronic device and method are disclosed herein. The electronic device includes a sensor and a processor. The processor implements the method, including measuring infrared light corresponding to a user using the sensor, and detecting biometric information of the user if the infrared information satisfies a predetermined condition.
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公开(公告)号:US12181294B2
公开(公告)日:2024-12-31
申请号:US16971884
申请日:2019-02-22
Applicant: Samsung Electronics Co., Ltd.
Inventor: Jongtae Kim , Youngky Kim , Donghyun Lee
Abstract: An electronic device is provided. The electronic device includes a management apparatus for providing a route in a wireless communication system that includes: at least one transceiver; and at least one processor operatively connected to the at least one transceiver, wherein: at least one processor receives service information related to a service, receives cell information related to a first cell and second cells provided by a first cellular network and a second cellular network, respectively, and provides the electronic device with a service route which includes at least one second cell among the second cells and is determined on the basis of the service information and the cell information; and the service is provided by the at least one second cell.
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公开(公告)号:US11871563B2
公开(公告)日:2024-01-09
申请号:US17568117
申请日:2022-01-04
Applicant: Samsung Electronics Co., Ltd.
Inventor: Suncheul Kim , Donghyun Lee , Uihyoung Lee
IPC: H10B12/00
CPC classification number: H10B12/485
Abstract: A contact forming method may include providing a semiconductor substrate including a silicon oxide film to an interior of a chamber, subjecting a surface of the silicon oxide film to plasma nitrification treatment, supplying a source gas including TiCl4 and H2 onto the silicon oxide film subjected to the plasma nitrification treatment, and forming a barrier layer by igniting a plasma using the source gas.
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公开(公告)号:US11816557B2
公开(公告)日:2023-11-14
申请号:US17950342
申请日:2022-09-22
Applicant: Samsung Electronics Co., Ltd.
Inventor: Sangwon Ha , Gunhee Kim , Donghyun Lee
IPC: G06N3/00 , G06N3/063 , G06F17/18 , G06F18/10 , G06F18/2321 , G06N3/047 , G06V10/764
CPC classification number: G06N3/063 , G06F17/18 , G06F18/10 , G06F18/2321 , G06N3/047 , G06V10/764
Abstract: A processor-implemented neural network method includes: determining a respective probability density function (PDF) of normalizing a statistical distribution of parameter values, for each channel of each of a plurality of feature maps of a pre-trained neural network; determining, for each channel, a corresponding first quantization range for performing quantization of corresponding parameter values, based on a quantization error and a quantization noise of the respective determined PDF; determining, for each channel, a corresponding second quantization range, based on a signal-to-quantization noise ratio (SQNR) of the respective determined PDF; correcting, for each channel, the corresponding first quantization range based on the corresponding second quantization range; and generating a quantized neural network, based on the corrected first quantization range corresponding for each channel.
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公开(公告)号:US11320192B2
公开(公告)日:2022-05-03
申请号:US16849209
申请日:2020-04-15
Applicant: Samsung Electronics Co., Ltd.
Inventor: Chomin Lee , Byoungmok Kim , Oungu Lee , Jeonghyun Lee , Dongyeong Kim , Minseok Choi , Yang-yeol Gu , Ae-ryun Kim , Yountae Shin , Donghyun Lee , Seonju Lee , Jaemin Lee
IPC: F25D23/02
Abstract: A refrigerator including: a main body forming a storage compartment and a door provided to open and close the storage compartment, wherein the door includes a door frame, a cover arranged in front of the door frame and including a cover fixer, and a door panel arranged in front of the cover, the door panel including a first fixer and a second fixer on a rear surface of the door panel. When the door panel is coupled to a front side of the cover, the first fixer is coupled to the door frame and the second fixer is coupled to the cover.
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公开(公告)号:US11265146B2
公开(公告)日:2022-03-01
申请号:US16398949
申请日:2019-04-30
Applicant: Samsung Electronics Co., Ltd.
Inventor: Sangbok Han , Hyuncheol Park , Sangmin Kim , Seonjae Kim , Donghyun Lee , Changhoon Lee , Isak Choi , Kyungwan Han
Abstract: An electronic apparatus for managing data based on a block chain and a method therefor are provided. The electronic apparatus includes a communication interface, a memory, and a processor to receive a request for accessing data from an authenticated user, generate first block information regarding the request by including information on the request and at least one second block information related to the request from among a plurality of second block information stored in the memory, transmit the generated first block information to at least one of a plurality of external apparatuses constituting a block chain, and update the plurality of second block information stored in the memory based on the generated first block information. The plurality of second block information includes information on a block regarding a latest access history by category among a plurality of blocks included in block chain data shared by the plurality of external apparatuses.
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公开(公告)号:US10775239B2
公开(公告)日:2020-09-15
申请号:US16211516
申请日:2018-12-06
Applicant: Samsung Electronics Co., Ltd.
Inventor: Jaesung Lee , Minho Park , Donghyun Lee , Daehyeong Lim , Keumsun Choe , Jongmin Choi , Changryong Heo
Abstract: According to various embodiments of the present invention, an electronic device can comprise: a light-emitting module for emitting light; a reflection module for reflecting the light emitted from the light-emitting module; a spectrometric module; and a light receiving module for receiving at least one wavelength band among a plurality of wavelength bands dispersed by the spectrometric module.
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