公开(公告)号：US11244027B2

公开(公告)日：2022-02-08

申请号：US16426325

申请日：2019-05-30

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Gyeonghoon Kim ,  Jaeun Park ,  Youngrae Cho ,  Myungsun Kim ,  Hyunjung Kim

IPC: G06F17/15 ,  G06N3/08

Abstract: Disclosed is an electronic apparatus which executes an artificial intelligence algorithm using a convolution calculation unit and memory local to the electronic apparatus.

公开(公告)号：US11941501B2

公开(公告)日：2024-03-26

申请号：US16360188

申请日：2019-03-21

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Youngrae Cho ,  Kiseok Kwon ,  Gyeonghoon Kim ,  Jaeun Park

IPC: G06N20/10 ,  G06F9/30

CPC classification number: G06N20/10 ,  G06F9/30134

Abstract: An electronic apparatus for executing artificial intelligence algorithm is provided. The electronic apparatus includes a memory which stores input data and a plurality of second kernel data obtained from first kernel data, and a processor which obtains upscaled data in which at least a portion of the input data is upscaled by the first kernel data. The data is upscaled by performing a convolution operation on each of the plurality of second kernel data with the input data. Each of the plurality of second kernel data includes a different first kernel element from among a plurality of first kernel elements in the first kernel data.

公开(公告)号：US11409694B2

公开(公告)日：2022-08-09

申请号：US16936965

申请日：2020-07-23

Applicant: Samsung Electronics Co., Ltd.

Inventor： Kyounghoon Kim ,  Gyeonghoon Kim ,  Hyunsik Kim ,  Haksup Song ,  Guyeon Wei ,  Jonghun Lee ,  Jinsae Jung ,  Junguk Cho ,  Sangbok Han

IPC: G06F15/80 ,  G06F9/50

Abstract: A processor is provided. The processor includes a plurality of processing elements configured to be arranged in a matrix form, and a controller configured to control the plurality of processing elements during a plurality of cycles to process a target data, control first processing elements so that each of the first processing elements operates data provided from adjacent first processing elements and the input first element and inputs each of second elements included in a second row among the plurality of elements to second processing elements arranged in the second row among the plurality of processing elements, control the second processing elements so that each of the second processing elements operates data provided from adjacent second processing elements and the input second element, and operates data provided from the adjacent first processing elements in the same column among the first processing elements and pre-stored operation data.