ACCELERATOR IN CONVOLUTIONAL NEURAL NETWORK AND METHOD FOR OPERATING THE SAME

    公开(公告)号:US20180032859A1

    公开(公告)日:2018-02-01

    申请号:US15662225

    申请日:2017-07-27

    CPC classification number: G06N3/063 G06N3/04 G06N3/0454

    Abstract: The present disclosure relates to a communication method and system for converging a 5th-Generation (5G) communication system for supporting higher data rates beyond a 4th-Generation (4G) system with a technology for Internet of Things (IoT). The present disclosure may be applied to intelligent services based on the 5G communication technology and the IoT-related technology, such as smart home, smart building, smart city, smart car, connected car, health care, digital education, smart retail, security and safety services. A Processing Element (PE) implemented in an accelerator in a convolutional neural network, which includes a first buffer configured to transfer input data to one other PE, and a second buffer configured to transmit to an outside output data that is processed on the basis of the input data; and an operation unit configured to generate output data.

    Electronic device and method of inferring object in image

    公开(公告)号:US12067754B2

    公开(公告)日:2024-08-20

    申请号:US17436493

    申请日:2021-07-16

    CPC classification number: G06V10/25 G06V10/82 G06V10/87

    Abstract: Provided are a method and electronic device for inferring an object in an image using a convolutional neural network (CNN) model. The method includes including: identifying a first region of interest in a first frame in the moving image, and a first object in the first region of interest, by providing the first frame to convolution layer groups sequentially connected in the CNN model, identifying a second region of interest in a second frame, the second region of interest corresponding to the first region of interest, and the second frame being after the first frame, providing the second region of interest to the CNN model, and obtaining first output data output from a first convolution layer group from among the convolution layer groups, and determining whether to identify a second object in the second region of interest by using a second convolution layer group, based on the first output data.

    Electronic device for preventing damage of USB device and operating method thereof

    公开(公告)号:US11379026B2

    公开(公告)日:2022-07-05

    申请号:US16941973

    申请日:2020-07-29

    Abstract: The present application provides an electronic device for preventing a universal serial bus (USB) device from being damaged, and an operating method therefor. The electronic device includes a universal serial bus (USB) connector connectable to at least one of a charging device and a USB device through a dual gender, and at least one processor electrically coupled to the USB connector. The at least one processor is configured to detect a connection of the charging device and the USB device to the electronic device through the USB connector, in response to the connection of the charging device and the USB device to the electronic device, determine a charging voltage satisfying a designated condition, and request the charging device to provide the determined charging voltage through the USB connector.

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