公开(公告)号：US20240249110A1

公开(公告)日：2024-07-25

申请号：US18344201

申请日：2023-06-29

Applicant: Samsung Electronics Co., Ltd.

Inventor： Minje KIM ,  Soon-Wan KWON ,  Wooseok YI ,  Jangho AN

IPC: G06N3/04

CPC classification number: G06N3/04

Abstract: A device includes: an operation module configured to store and operate a weight for an operation of a layer of a neural network model; a control module configured to generate setting information for performing the operation of the layer by the neural network model using the stored weight; an input module configured to receive input data for the operation of the layer based on the generated setting information; a merging module configured to receive operation results of the operation of the layer from the operation module and merge the received operation results of the layer; a post-processing module configured to receive the merged operation results of the layer from the merging module and post-process the received merged operation results of the layer; and an output stream module configured to convert and store the post-processed operation results based on the generated setting information.

公开(公告)号：US20240231757A9

公开(公告)日：2024-07-11

申请号：US18322837

申请日：2023-05-24

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Wooseok YI ,  Soon-Wan KWON ,  Seungchul JUNG

IPC: G06F7/544 ,  G06F7/556

CPC classification number: G06F7/5443 ,  G06F7/556

Abstract: A memory device includes: a computing module; and an in-memory computing (IMC) macro comprising: a memory comprising a plurality of bit cells storing pieces of fraction data of a first data set; and an IMC computing module configured to perform an operation between the pieces of fraction data of the first data set read from the memory and pieces of fraction data of a second data set received from an input control module, wherein a plurality of pieces of data included in the first data set share a first exponent, and wherein a plurality of pieces of data included in the second data set share a second exponent.

公开(公告)号：US20240134606A1

公开(公告)日：2024-04-25

申请号：US18322837

申请日：2023-05-23

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Wooseok YI ,  Soon-Wan KWON ,  Seungchul JUNG

IPC: G06F7/544 ,  G06F7/556

CPC classification number: G06F7/5443 ,  G06F7/556

Abstract: A memory device includes: a computing module; and an in-memory computing (IMC) macro comprising: a memory comprising a plurality of bit cells storing pieces of fraction data of a first data set; and an IMC computing module configured to perform an operation between the pieces of fraction data of the first data set read from the memory and pieces of fraction data of a second data set received from an input control module, wherein a plurality of pieces of data included in the first data set share a first exponent, and wherein a plurality of pieces of data included in the second data set share a second exponent.