公开(公告)号：US20200250509A1

公开(公告)日：2020-08-06

申请号：US16777729

申请日：2020-01-30

Applicant: LG ELECTRONICS INC.

Inventor： Byoungjoo LEE ,  Jemin WOO ,  Jinjong LEE ,  Jungsig JUN

IPC: G06N3/04 ,  G06N3/08 ,  G06N3/10

Abstract: The present disclosure relates to an artificial intelligence chip for processing computations for machine learning models that provides a compute node and a method of processing a computational model using a plurality of compute nodes in parallel. In some embodiments, the compute node, comprises: a communication interface configured to communicate with one or more other compute nodes; a memory configured to store shared data that is shared with the one or more other compute nodes; and a processor configured to: determine an expected computational load for processing a computational model for input data; obtain a contributable computational load of the compute node and the one or more other compute nodes; and select a master node to distribute the determined expected computational load based on the obtained contributable computational load. Consequently, learning and inference can be performed efficiently on-device.

公开(公告)号：US20240255322A1

公开(公告)日：2024-08-01

申请号：US18289658

申请日：2022-05-06

Applicant: LG ELECTRONICS INC.

Inventor： Byoungjoo LEE ,  Sinchul JUNG ,  Yingli HAN ,  Jingyeong KIM

IPC: G01D11/24 ,  G01D21/02 ,  H04W4/38 ,  H05K1/14

CPC classification number: G01D11/245 ,  G01D21/02 ,  H04W4/38 ,  H05K1/144 ,  H05K2201/042 ,  H05K2201/09754 ,  H05K2201/10151

Abstract: The present disclosure relates to a sensor ball and a home appliance system having the same. According to one embodiment of the present disclosure, there is provided a sensor ball including a case having at least some curved surfaces, a first board disposed within the case and on which a processor is disposed, and a second board electrically connected to the first board and on which a plurality of sensors are disposed, in which some of the plurality of sensors are disposed on an outer surface of the case or one end of the second board, and the other of the plurality of sensors protrudes from the outer surface of the case or one end of the second board. Accordingly, it is possible to stably sense information from various home appliances using the plurality of sensors.

公开(公告)号：US20220349102A1

公开(公告)日：2022-11-03

申请号：US17773340

申请日：2020-05-29

Applicant: LG ELECTRONICS INC.

Inventor： Jinsik YUN ,  Byoungjoo LEE

IPC: D06F33/32 ,  D06F34/18 ,  D06F34/16 ,  D06F34/05 ,  D06F33/47 ,  G05B13/02 ,  G06V40/10 ,  G06T7/00

Abstract: Disclosed is an intelligent washing machine. A control method for an intelligent washing machine according to an embodiment of the present invention may: predict a washing machine cycle from user information; control the washing machine according to the predicted washing machine cycle; acquire an image of the inside of the drum by means of a camera while the washing machine is being controlled; predict the contamination level inside the drum by using the acquired image; and perform an additional control operation according to the predicted result. The intelligent washing machine may be linked to an Artificial Intelligence module, an Unmanned Aerial Vehicle (UAV), a robot, an Augmented Reality (AR) device, a virtual reality (VR) device, a device related to a 5G service, or the like.