公开(公告)号：US12050988B2

公开(公告)日：2024-07-30

申请号：US18310008

申请日：2023-05-01

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Sungroh Yoon ,  Hyeokjun Choe ,  Seongsik Park ,  Seijoon Kim

IPC: G06N3/063 ,  G06F9/50 ,  G06F12/10

CPC classification number: G06N3/063 ,  G06F9/5016 ,  G06F9/5061 ,  G06F12/10

Abstract: A method of operating a storage device including a neural network processor includes outputting, by a controller device, a trigger signal instructing the neural network processor to perform a neural network operation in response to a command from a host device, requesting, by a neural network processor, target model data about parameters of a target model and instruction data for instructing the neural network operation to a memory device storing the target model data and the instruction data in response to the trigger signal, receiving, by the neural network processor, the target model data and the instruction data from the memory device and outputting, by the neural network processor, inference data based on the target model data and the instruction data.

公开(公告)号：US11810549B2

公开(公告)日：2023-11-07

申请号：US17337921

申请日：2021-06-03

Applicant: Samsung Electronics Co., Ltd. ,  Seoul National University, R&DB Foundation

Inventor： Sungroh Yoon ,  Eunji Kim ,  Heeseung Kim

IPC: G10L15/22 ,  G10L15/06 ,  G10L15/16

CPC classification number: G10L15/063 ,  G10L15/16 ,  G10L15/22 ,  G10L2015/223 ,  G10L2015/227

Abstract: A computing device trains a position optimization model for determining, from among a plurality of positions, one or more optimal positions on a face based on a training data set including facial skin strain data at the plurality of positions. The computing device trains a speech classification model for classifying a voice from the facial skin strain data based on the training data at the one or more optimal positions determined by the position optimization model among the training data set.

公开(公告)号：US11669720B2

公开(公告)日：2023-06-06

申请号：US17230331

申请日：2021-04-14

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Sungroh Yoon ,  Hyeokjun Choe ,  Seongsik Park ,  Seijoon Kim

IPC: G06N3/063 ,  G06F9/50 ,  G06F12/10

CPC classification number: G06N3/063 ,  G06F9/5016 ,  G06F9/5061 ,  G06F12/10

Abstract: A method of operating a storage device including a neural network processor includes outputting, by a controller device, a trigger signal instructing the neural network processor to perform a neural network operation in response to a command from a host device, requesting, by a neural network processor, target model data about parameters of a target model and instruction data for instructing the neural network operation to a memory device storing the target model data and the instruction data in response to the trigger signal, receiving, by the neural network processor, the target model data and the instruction data from the memory device and outputting, by the neural network processor, inference data based on the target model data and the instruction data.