公开(公告)号：US12205012B2

公开(公告)日：2025-01-21

申请号：US16550498

申请日：2019-08-26

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

Inventor： Seungwon Lee ,  Hanmin Park ,  Gunhee Lee ,  Namhyung Kim ,  Joonsang Yu ,  Kiyoung Choi

IPC: G06N3/063 ,  G06N3/04 ,  G06N3/084

Abstract: A method of accelerating a training process of a neural network includes acquiring activations used in the training process and a bit-vector corresponding to the activations, selecting activations requiring an operation from among the acquired activations by using the bit-vector, and performing backward propagation using the selected activations and filters corresponding to the selected activations.

公开(公告)号：US12289377B2

公开(公告)日：2025-04-29

申请号：US18467247

申请日：2023-09-14

Applicant: Samsung Electronics Co., Ltd.

Inventor： Gunhee Lee ,  Hyesuk Kim ,  Yuhyun An ,  Sungrok Yoon ,  Seokyong Lee ,  Soonyoung Lee

IPC: G06F15/173 ,  H04L67/2871 ,  H04L67/289 ,  H04L67/5682

Abstract: The disclosure relates to a communication technique and system that fuse 5th generation (5G) or pre-5G communication system with Internet of things (IoT) technology to support higher data transfer rate after 4th generation (4G) communication system, such as long term evolution (LTE). The disclosure applies to intelligent services (e.g., a smart home, a smart building, a smart city, a smart car or a connected car, healthcare, digital education, retail, security and safety related services, and the like) based on 5G communication technology and IoT related technology. A method and a device for supporting edge computing in a virtual radio access network are provided.