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    Electronic apparatus and control method for updating parameters of neural networks while generating high-resolution images
    1.
    发明授权
    Electronic apparatus and control method for updating parameters of neural networks while generating high-resolution images 有权

    公开(公告)号：US11100607B2

    公开(公告)日：2021-08-24

    申请号：US16720433

    申请日：2019-12-19

    Applicant: SAMSUNG ELECTRONICS CO., LTD.

    Inventor： Insang Cho ,  Kiwon Yoo ,  Wonjae Lee ,  Daesung Cho ,  Chanyoung Hwang

    IPC: G06T3/40 ,  G06F3/14 ,  G06N3/04 ,  G06N3/08

    Abstract: Disclosed is an electronic apparatus. The electronic apparatus includes: a memory configured to store information regarding an artificial intelligence model including a plurality of layers; and a processor configured to perform interpolation processing on an input image and to process the interpolated image using the artificial intelligence model to obtain an output image, wherein the processor is configured to be operated in a first mode or a second mode based on an update of parameters used in at least one of the plurality of layers being required, the first mode including a mode in which the output image is obtained based on an image processed using the artificial intelligence model in which the parameters are updated and based on the interpolated image, and the second mode includes a mode in which the output image is obtained based on the interpolated image.

    Electronic apparatus and control method for updating parameters of neural networks while generating high-resolution images
    2.
    发明授权
    Electronic apparatus and control method for updating parameters of neural networks while generating high-resolution images 有权

    公开(公告)号：US11062427B2

    公开(公告)日：2021-07-13

    申请号：US16720433

    申请日：2019-12-19

    Applicant: SAMSUNG ELECTRONICS CO., LTD.

    Inventor： Insang Cho ,  Kiwon Yoo ,  Wonjae Lee ,  Daesung Cho ,  Chanyoung Hwang

    IPC: G06T3/40 ,  G06F3/14 ,  G06N3/04 ,  G06N3/08

    Abstract: Disclosed is an electronic apparatus. The electronic apparatus includes: a memory configured to store information regarding an artificial intelligence model including a plurality of layers; and a processor configured to perform interpolation processing on an input image and to process the interpolated image using the artificial intelligence model to obtain an output image, wherein the processor is configured to be operated in a first mode or a second mode based on an update of parameters used in at least one of the plurality of layers being required, the first mode including a mode in which the output image is obtained based on an image processed using the artificial intelligence model in which the parameters are updated and based on the interpolated image, and the second mode includes a mode in which the output image is obtained based on the interpolated image.

    COMPUTING APPARATUS USING CONVOLUTIONAL NEURAL NETWORK AND METHOD OF OPERATING THE SAME
    3.
    发明申请
    COMPUTING APPARATUS USING CONVOLUTIONAL NEURAL NETWORK AND METHOD OF OPERATING THE SAME 审中-公开

    公开(公告)号：US20200082244A1

    公开(公告)日：2020-03-12

    申请号：US16433484

    申请日：2019-06-06

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Insang Cho ,  Wonjae Lee ,  Chanyoung Hwang

    IPC: G06N3/04 ,  G06K9/62 ,  G06N3/08

    Abstract: Provided are an apparatus and a method using a convolutional neural network (CNN) including a plurality of convolution layers in the field of artificial intelligence (AI) systems and applications thereof. A computing apparatus using a CNN including a plurality of convolution layers includes a memory storing one or more instructions; and one or more processors configured to execute the one or more instructions stored in the memory to obtain input data; identify a filter for performing a convolution operation with respect to the input data, on one of the plurality of convolution layers; identify a plurality of sub-filters corresponding to different filtering regions within the filter; provide a plurality of feature maps based on the plurality of sub-filters; and obtain output data, based on the plurality of feature maps.

    Computing apparatus using convolutional neural network and method of operating the same
    6.
    发明授权
    Computing apparatus using convolutional neural network and method of operating the same 有权

    公开(公告)号：US11580354B2

    公开(公告)日：2023-02-14

    申请号：US16433484

    申请日：2019-06-06

    Applicant: SAMSUNG ELECTRONICS CO., LTD.

    Inventor： Insang Cho ,  Wonjae Lee ,  Chanyoung Hwang

    IPC: G06N3/04 ,  G06K9/62 ,  G06N3/08

    Abstract: An apparatus and a method use a convolutional neural network (CNN) including a plurality of convolution layers in the field of artificial intelligence (AI) systems and applications thereof. A computing apparatus using a CNN including a plurality of convolution layers includes a memory storing one or more instructions; and one or more processors configured to execute the one or more instructions stored in the memory to obtain input data; identify a filter for performing a convolution operation with respect to the input data, on one of the plurality of convolution layers; identify a plurality of sub-filters corresponding to different filtering regions within the filter; provide a plurality of feature maps based on the plurality of sub-filters; and obtain output data, based on the plurality of feature maps.

    Image processing apparatus and method of operating the same
    7.
    发明授权
    Image processing apparatus and method of operating the same 有权

    公开(公告)号：US11132775B2

    公开(公告)日：2021-09-28

    申请号：US16529942

    申请日：2019-08-02

    Applicant: SAMSUNG ELECTRONICS CO., LTD.

    Inventor： Chanyoung Hwang ,  Wonjae Lee ,  Insang Cho

    IPC: G06T5/50 ,  G06F17/15 ,  G06N3/04

    Abstract: An image processing apparatus processes an image by using one or more neural networks, and includes a memory storing one or more instructions and data structures for a main neural network and a sub-neural network, and a processor configured to execute the one or more instructions stored in the memory to process an input image by using the main neural network to obtain intermediate result data and a final output image, and to process the intermediate result data by using the sub-neural network to output an intermediate image while the input image is being processed by using the main neural network.

    Electronic apparatus and controlling method thereof
    8.
    发明授权
    Electronic apparatus and controlling method thereof 有权

    公开(公告)号：US11481586B2

    公开(公告)日：2022-10-25

    申请号：US17494070

    申请日：2021-10-05

    Applicant: SAMSUNG ELECTRONICS CO., LTD.

    Inventor： Yongmin Tai ,  Insang Cho ,  Chanyoung Hwang

    IPC: G06K9/62 ,  G06N3/04 ,  G06N3/08 ,  G06T3/40 ,  G06T7/00

    Abstract: An electronic apparatus may include a memory that stores first information regarding a plurality of first artificial intelligence models trained to perform image processing differently from each other and second information regarding a second artificial intelligence model trained to identify a type of an image by predicting a processing result of the image by each of the plurality of first artificial intelligence models. The electronic apparatus may further include a processor configured to identify a type of an input image by inputting the input image to the second artificial intelligence model stored in the memory, and process the input image by inputting the input image to one of the plurality of first intelligence models stored in the memory based on the identified type.

    ELECTRONIC DEVICE AND METHOD FOR CONTROLLING SHAREABLE CACHE MEMORY THEREOF
    10.
    发明申请
    ELECTRONIC DEVICE AND METHOD FOR CONTROLLING SHAREABLE CACHE MEMORY THEREOF 审中-公开
    用于控制其可访问的高速缓存存储器的电子设备和方法

    公开(公告)号：US20160154735A1

    公开(公告)日：2016-06-02

    申请号：US14957520

    申请日：2015-12-02

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Chanyoung Hwang ,  Seungjin Yang

    IPC: G06F12/08

    CPC classification number: G06F12/084 ,  G06F1/32 ,  G06F1/3275 ,  G06F12/0842 ,  G06F12/0895 ,  G06F2212/1028 ,  G06F2212/20 ,  G06F2212/455 ,  G06F2212/604 ,  G06F2212/62 ,  Y02D10/13 ,  Y02D10/14 ,  Y02D50/20

    Abstract: An electronic device and a method for controlling a sharable cache memory of the electronic device are provided. The electronic device includes a central processing unit including at least one core processor, at least one module, and a sharable cache memory including a controller, wherein the controller enables the sharable cache memory as a cache memory of the central processing unit if the central processing unit is in a working mode, and wherein the controller enables the sharable cache memory as a buffer of at least one of modules if at least one core processor of the central processing unit is transitioned to a sleep mode.

    Abstract translation: 提供了一种用于控制电子设备的共享高速缓冲存储器的电子设备和方法。 电子设备包括中央处理单元，该中央处理单元包括至少一个核心处理器，至少一个模块和包括控制器的可共享高速缓存存储器，其中如果中央处理器将控制器作为中央处理单元的高速缓存存储器， 单元处于工作模式，并且其中如果中央处理单元的至少一个核心处理器转换到休眠模式，则控制器使得可共享高速缓冲存储器作为至少一个模块的缓冲器。

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