公开(公告)号：US12198032B2

公开(公告)日：2025-01-14

申请号：US17286982

申请日：2019-11-25

Applicant: Samsung Electronics Co., Ltd.

Inventor： Chiyoun Park ,  Jaedeok Kim ,  Hyunjoo Jung

IPC: G06N3/04 ,  G06N20/00

Abstract: An electronic device and a control method therefor are provided. The electronic device may comprise: a memory for storing at least one instruction; and a processor connected to the memory so as to control the electronic device, wherein the processor: by executing the at least one instruction, appends a second layer including a learnable function to a first layer in an artificial neural network including a plurality of layers; updates a parameter value included in the second layer by learning of the artificial neural network; acquires a function value by inputting the updated parameter value to the learnable function; and eliminates at least one channel among a plurality of channels included in the first layer on the basis of the acquired function value so as to achieve update to a third layer.

公开(公告)号：US11880692B2

公开(公告)日：2024-01-23

申请号：US16951725

申请日：2020-11-18

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Hyunjoo Jung ,  Jaedeok Kim ,  Chiyoun Park

IPC: G06F9/445 ,  G06N20/10 ,  G06N20/20 ,  G06N3/08 ,  G06N3/045

CPC classification number: G06F9/445 ,  G06N3/045 ,  G06N3/08 ,  G06N20/10 ,  G06N20/20

Abstract: Provided is an apparatus configured to determine a common neural network based on a comparison between a first neural network included in a first application program and a second neural network included in a second application program, utilize the common neural network when the first application program or the second application program is executed.

公开(公告)号：US12175362B2

公开(公告)日：2024-12-24

申请号：US17086895

申请日：2020-11-02

Applicant: Samsung Electronics Co., Ltd.

Inventor： Hyunjoo Jung ,  Chiyoun Park ,  Jaedeok Kim

IPC: G06N3/08

Abstract: An electronic apparatus is provided. The apparatus includes a communicator, a memory configured to store a neural network model, an activation function generating module that generates activation function information used in the neural network model, first activation function information, second activation function information, and third activation function information generated based on the first activation function information and the second activation function information, and a processor configured to receive fourth activation function information from an external device through the communicator, based on type information on the fourth activation function information corresponding to the second activation function information, input the first activation function information and the fourth activation function information to the activation function generating module to generate fifth activation function information, and control the neural network model to change the activation function information used in the neural network model from the third activation function information to the fifth activation function information.

公开(公告)号：US12175059B2

公开(公告)日：2024-12-24

申请号：US17875083

申请日：2022-07-27

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Inkwon Choi ,  Jungmin Kwon ,  Chiyoun Park ,  Youngchul Sohn ,  Byeongcheol Kang ,  Ilgu Kang ,  Jeongseop Kim ,  Hyunseo Park ,  Juyong Song ,  Kangwook Lee ,  Joohyung Lee ,  Dongjae Lim ,  Donguk Ju ,  Sunghyun Choi ,  Gyujeong Hwang

IPC: G06F17/00 ,  G06F3/04842 ,  G06F3/16

Abstract: Provided are an electronic device for navigating an application screen, and an operating method thereof. The method may include receiving a user input; determining, based on the user input, a user intent for controlling the electronic device; determining a command for performing a control operation corresponding to the user intent as a goal; identifying elements of a user interface on the screen of the application; determining, based on the user intent and the elements of the user interface, at least one sub-goal for executing the command; and executing the command by performing at least one task corresponding to the at least one sub-goal, wherein the at least one sub-goal is changeable based on a validation of an operation of navigating the application for executing the command, and the at least one task includes units of action for navigating the application.

公开(公告)号：US10884760B2

公开(公告)日：2021-01-05

申请号：US16678548

申请日：2019-11-08

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Hyunjoo Jung ,  Jaedeok Kim ,  Chiyoun Park

IPC: G06F9/445 ,  G06N3/04 ,  G06N20/10 ,  G06N20/20 ,  G06N3/08

Abstract: Provided is an apparatus configured to determine a common neural network based on a comparison between a first neural network included in a first application program and a second neural network included in a second application program, utilize the common neural network when the first application program or the second application program is executed.

公开(公告)号：US12223411B2

公开(公告)日：2025-02-11

申请号：US17053005

申请日：2019-05-30

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Chiyoun Park ,  Jaedeok Kim ,  Hyunjoo Jung ,  Inkwon Choi

IPC: G06N3/04 ,  G06N3/08

Abstract: A method of controlling an electronic apparatus for generating an artificial intelligence model is disclosed. The method includes based on a user command for using a plurality of artificial intelligence models being input, generating the plurality of artificial intelligence models, and inputting input data to the generated artificial intelligence model to obtain output data with respect to the input data, wherein the generating includes, based on a reference value for obtaining a layer parameter with respect to layers at corresponding locations among a plurality of layers included in each of the plurality of artificial intelligence model, generating layers at corresponding locations among layers included in each of the plurality of artificial intelligence models.

公开(公告)号：US11961013B2

公开(公告)日：2024-04-16

申请号：US16923551

申请日：2020-07-08

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Chiyoun Park ,  Jaedeok Kim ,  Youngchul Sohn ,  Inkwon Choi

IPC: G06N5/04 ,  G06N20/00

CPC classification number: G06N5/04 ,  G06N20/00

Abstract: Disclosed is an electronic apparatus. The electronic apparatus may include a memory configured to store one or more training data generation models and an artificial intelligence model, and a processor configured to generate personal training data that reflects a characteristic of a user using the one or more training data generation models, train the artificial intelligence model using the personal learning data as training data, and store the trained artificial intelligence model in the memory.

公开(公告)号：US11892925B2

公开(公告)日：2024-02-06

申请号：US16655951

申请日：2019-10-17

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Inkwon Choi ,  Jaedeok Kim ,  Chiyoun Park ,  Youngchul Sohn ,  Changhyun Lee

IPC: G06F11/30 ,  G06N20/00 ,  G06F11/34 ,  G06F18/40 ,  G06V10/82 ,  G06V10/94

CPC classification number: G06F11/3003 ,  G06F11/3058 ,  G06F11/3438 ,  G06F18/40 ,  G06N20/00 ,  G06V10/82 ,  G06V10/945

Abstract: An electronic device for reconstructing an artificial intelligence model, and a control method thereof are provided. The control method includes inputting at least one input data to a first artificial intelligence (AI) model, to acquire at least one output data, acquiring first usage information, based on the acquired at least one output data, acquiring first reconstruction information for reconstructing the first AI model, based on the acquired first usage information, and reconstructing the first AI model, based on the acquired first reconstruction information, to acquire a second AI model.

公开(公告)号：US12032719B2

公开(公告)日：2024-07-09

申请号：US17516036

申请日：2021-11-01

Applicant: Samsung Electronics Co., Ltd.

Inventor： Juyong Song ,  Ilgu Kang ,  Chiyoun Park ,  Dongjae Lim ,  Hyunjoo Jung ,  Sunghyun Choi ,  Jungwook Kim

IPC: G06F21/62 ,  G06F16/55 ,  G06F16/583 ,  G06F16/587 ,  G06F21/10 ,  G06N3/08

CPC classification number: G06F21/6245 ,  G06F16/55 ,  G06F16/5846 ,  G06F16/587 ,  G06F21/10 ,  G06N3/08

Abstract: An electronic device and a method for controlling thereof is provided. The electronic device includes a memory including a neural network model, a display, a communicator including circuitry, and a processor configured to identify, based on a user command to transmit a first image to an external device being input, whether private information of a user is included in the first image by inputting the first image in the neural network model, based on identifying that private information of the user is included in the first image, display a first user interface (UI) asking whether to process at least one private information based on the private information included in the first image, and based on a user command input through the first UI, process the first image and control the communicator to transmit the processed to the external device.

公开(公告)号：US11657284B2

公开(公告)日：2023-05-23

申请号：US16868136

申请日：2020-05-06

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Jaedeok Kim ,  Chiyoun Park ,  Youngchul Sohn ,  Inkwon Choi

IPC: G06N3/08 ,  G06N3/082 ,  G06N3/045

CPC classification number: G06N3/082 ,  G06N3/045

Abstract: An electronic apparatus for compressing a neural network model may acquire training data pairs based on an original, trained neural network model and train a compressed neural network model compressed from the original, trained neural network model using the acquired training data pairs.