Electronic apparatus and control method thereof

    公开(公告)号:US11113361B2

    公开(公告)日:2021-09-07

    申请号:US16295599

    申请日:2019-03-07

    IPC分类号: G06F17/15 H03M7/30 H03K19/20

    摘要: An electronic apparatus is provided. The electronic apparatus includes a storage storing object data and kernel data, and a processor including a plurality of processing elements arranged in a matrix formation, wherein the processor is configured to input corresponding first elements among a plurality of first elements included in the object data into processing elements arranged in a first row among the plurality of processing elements, and input a plurality of second elements included in the kernel data sequentially into the processing elements arranged in the first row to perform operations between the corresponding first elements and the plurality of second elements, to identify a depth in which a first element and a second element have a non-zero value, and to input the first element and the second element corresponding to the identified depth into a calculator included in each of the processing elements arranged in the first row to perform a convolution operation.

    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

    IPC分类号: G06N3/063 G06N3/04

    CPC分类号: G06N3/063 G06N3/04 G06N3/0454

    摘要: 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.

    FinFET ESD device with fin-cut isolation region

    公开(公告)号:US11742342B2

    公开(公告)日:2023-08-29

    申请号:US17144354

    申请日:2021-01-08

    IPC分类号: H01L27/02

    CPC分类号: H01L27/0255

    摘要: An electrostatic discharge (ESD) device having a small size, a low turn-on voltage, and a low on resistance and an ESD protection circuit including the ESD device are provided. The ESD device includes a well formed in a substrate to have a first conductive type, an active region being defined at an upper portion of the substrate, a plurality of fins extending in a first direction to have a structure protruding from the substrate, a first conductive impurity region formed with first conductive impurities, a second conductive impurity region formed with second conductive impurities, and a fin-cut isolation region disposed between the first conductive impurity region and the second conductive impurity region in the first direction to cut each fin, wherein a bottom surface of the fin-cut isolation region is higher than a bottom surface of the active region.

    Semiconductor device
    4.
    发明授权

    公开(公告)号:US11508718B2

    公开(公告)日:2022-11-22

    申请号:US16921846

    申请日:2020-07-06

    摘要: A semiconductor device includes first well regions in a substrate and spaced apart from each other, a connection doped region between the first well regions, and a first interconnection line electrically connected to the connection doped region through a first contact. The first well regions and the connection doped region include impurities of a first conductivity type, and a concentration of the impurities in the connection doped region is higher than that in the first well regions. The first well regions extend into the substrate to a depth larger than that of the connection doped region. A first portion of the connection doped region is disposed in the first well regions and a second portion of the connection doped region contacts the substrate.

    Accelerator in convolutional neural network and method for operating the same

    公开(公告)号:US11120330B2

    公开(公告)日:2021-09-14

    申请号:US15662225

    申请日:2017-07-27

    IPC分类号: G06F15/76 G06N3/063 G06N3/04

    摘要: 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.