公开(公告)号：US20230132630A1

公开(公告)日：2023-05-04

申请号：US17862779

申请日：2022-07-12

Applicant: SAMSUNG ELECTRONICS CO., LTD. ,  Seoul National University R&DB Foundation

Inventor： Eunhee KANG ,  Minsoo KANG ,  Bohyung HAN ,  Sehwan KI ,  HYONG EUK LEE

IPC: G06N3/04 ,  G06N3/08

Abstract: A method includes: generating, based on a student network result of an implemented student network provided with an input, a sample corresponding to a distribution of an energy-based model based on the student network result and a teacher network result of an implemented teacher network provided with the input; training model parameters of the energy-based model to decrease a value of the energy-based model, based on the teacher network result and the student network result; and training the implemented student network to increase the value of the energy-based model, based on the sample and the student network result.

公开(公告)号：US20210365790A1

公开(公告)日：2021-11-25

申请号：US17148619

申请日：2021-01-14

Applicant: SAMSUNG ELECTRONICS CO., LTD. ,  SNU R&DB FOUNDATION

Inventor： Changyong SON ,  Minsoo KANG ,  Bohyung HAN

IPC: G06N3/08 ,  G06N3/04

Abstract: A processor-implemented neural network data processing method includes: receiving input data; determining a portion of channels to be used for calculation among channels of a neural network based on importance values respectively corresponding to the channels of the neural network; and performing a calculation based on the input data using the determined portion of channels of the neural network.

公开(公告)号：US20170294883A1

公开(公告)日：2017-10-12

申请号：US15453261

申请日：2017-03-08

Applicant: Samsung Electronics Co., Ltd.

Inventor： Minsoo KANG ,  Jaeyoung JANG

IPC: H03F1/26 ,  H03F3/24 ,  H03F1/56

CPC classification number: H03F1/26 ,  H03F1/56 ,  H03F3/19 ,  H03F3/245 ,  H03F2200/105 ,  H03F2200/387 ,  H03F2200/451 ,  H03F2200/465 ,  H04B17/336 ,  H04B17/345 ,  H04W4/00 ,  H04W52/243 ,  H04W52/246 ,  H04W52/367 ,  H04W52/52

Abstract: A method and an apparatus for improving signal quality through noise detection in an electronic device are provided. The electronic device may include a power amplifier configured to amplify and output a transmitted signal, a noise detector configured to detect noise in a receiving band by the power amplifier and to output a power level of the detected noise, and a processor configured to acquire the power level of the noise through the noise detector, acquire control information to change the output power of the power amplifier based on the power level of the noise, and control the output power of the power amplifier based on the control information.