Denoiser, and control method thereof

    公开(公告)号:US11037053B2

    公开(公告)日:2021-06-15

    申请号:US15376875

    申请日:2016-12-13

    Inventor: Taesup Moon

    Abstract: Disclosed herein is a denoising device including a deriving part configured to, when corrupted noise data corrupted due to noises is received from source data, derive an estimated loss which is estimated when each symbol within noise data is reconstructed to the source data based on a predefined noise occurrence probability, a processor to process training of a defined learning model by including parameters related with the reconstruction of the source data from the noise data based on context composed of a sequence of neighbored symbols based on each symbol within the noise data and pseudo-training data using the estimated loss corresponding to the context, and an output part to output reconstructed data in which each symbol within the noise data is reconstructed to a symbol of the source data through a denoiser formed based on a result of the training processing.

    METHOD AND APPARATUS FOR PROCESSING LARGE-SCALE DISTRIBUTED MATRIX PRODUCT

    公开(公告)号:US20210149985A1

    公开(公告)日:2021-05-20

    申请号:US17093718

    申请日:2020-11-10

    Abstract: A matrix multiplication calculation apparatus of the disclosure includes an auxiliary memory device storing a first input matrix and a second input matrix, a cuboid candidate determining module generating a plurality of cuboid candidates and a plurality of subcuboid candidates based on the first input matrix, the second input matrix, a central processing unit (CPU) memory size, and a graphics processing unit (GPU) memory size, a cuboid size determining module configured to determine a size of the plurality of cuboids based on the CPU memory size from among the plurality of cuboid candidates, and determine a size of the plurality of subcuboids based on the GPU memory size from among the plurality of subcuboid candidates, a matrix partitioning module partitioning the first input matrix and the second input matrix to the plurality of cuboids based on the size of the plurality of cuboids determined in the cuboid size determining module, a matrix multiplication calculation module performing matrix multiplication calculation on the plurality of subcuboids obtained based on the size of the plurality of subcuboid determined in the cuboid size determining module, and a matrix block accumulation module accumulating matrix multiplication calculation on the plurality of subcuboids obtained from the matrix multiplication calculation module.

    METHOD AND APPARATUS FOR PROCESSING QUERY USING N-ARY JOIN OPERATORS

    公开(公告)号:US20210149897A1

    公开(公告)日:2021-05-20

    申请号:US17093724

    申请日:2020-11-10

    Abstract: A method of processing database queries according to an embodiment of the disclosure includes the steps of acquiring an input query of a database, generating a join graph consisting of vertexes corresponding to the tables of the database and edges corresponding to join information among the tables, dividing the join graph into a plurality of subgraphs, and for the input query, generating an execution plan of a target query including N-ary join operators by using the plurality of subgraphs, optimizing the execution plan of the target query based on a cost model, acquiring a table sort algorithm of the N-ary join operators included in the target query based on an available size of a GPU or CPU memory, determining a sort order of one or more join columns included in the tables of the N-ary join operators, and based on the sort order of the one or more join columns, performing an operation for the plurality of subgraphs.

    GRIPPER SYSTEM
    55.
    发明申请

    公开(公告)号:US20210094185A1

    公开(公告)日:2021-04-01

    申请号:US16919585

    申请日:2020-07-02

    Abstract: A device for gripping an object includes a pair of grippers each having a gripping surface formed with a plurality of fine channels, a driver for driving the pair of grippers, a pump connected to at least one of the plurality of fine channels, to supply a fluid to the at least one of the plurality of fine channels, and a controller for controlling the driver to enable the pair of grippers to grip the object or controlling the pump to adjust an amount of the fluid supplied to the gripping surface.

    Flexible light-emitting device including conductive fiber

    公开(公告)号:US10794553B1

    公开(公告)日:2020-10-06

    申请号:US16811315

    申请日:2020-03-06

    Abstract: Provided is a flexible light-emitting device including: a light-emitting complex medium including a polymer matrix, and a nano light-emitting material dispersed therein, the light-emitting complex medium generating light via application of an electric field thereto; a plurality of first fiber electrodes extending in a first direction and disposed within the light-emitting complex medium, wherein the plurality of first fiber electrodes are arranged along a first imaginary plane and are spaced apart from each other, wherein a first voltage is applied to the plurality of first fiber electrodes; and a plurality of second fiber electrodes extending in the first direction and disposed within the light-emitting complex medium, wherein the plurality of first fiber electrodes are alternated with the plurality of second fiber electrodes, wherein a second voltage different from the first voltage is applied to the plurality of second fiber electrodes.

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