METHOD FOR PROCESSING DATA USING NEURAL NETWORK AND ELECTRONIC DEVICE FOR SUPPORTING THE SAME

    公开(公告)号:US20200150598A1

    公开(公告)日:2020-05-14

    申请号:US16682243

    申请日:2019-11-13

    Abstract: An electronic device is provided. The electronic device includes a switch configured to select a mode of the electronic device, a multiply and accumulate (MAC) array configured to include a plurality of MAC units, and at least one processor configured to include a zero weight skip unit for confirming a first weight having a value of ‘0’ among weights related with input data, and for forwarding a second weight not having a value of ‘0’ among the weights, to the MAC array. The at least one processor is configured to acquire the input data, acquire the weights, select the mode of the electronic device by using the switch, in response to a first mode of the electronic device being selected, perform convolution operations between the input data and the second weight forwarded to the MAC array through the zero weight skip unit, and, in response to a second mode of the electronic device being selected, perform convolution operations between the input data and the weights forwarded to the MAC array.

    ROBOT CLEANER AND CONTROL METHOD THEREOF
    4.
    发明公开

    公开(公告)号:US20240023783A1

    公开(公告)日:2024-01-25

    申请号:US18200151

    申请日:2023-05-22

    Abstract: A robot cleaner includes a motor, a rotating-shaft member, and a rotation member coupled to the rotating-shaft member and including a cleaning member coupling configured to be detachably coupled to a plurality of cleaning members. The motor, rotating-shaft member, and the rotation member are configured so that the motor is drivable to rotate the rotating-shaft member and thereby cause the rotation member to move in a first direction or a second direction opposite to the first direction, along a longitudinal direction of the rotating-shaft member. In a case that the rotation member moves in the first direction with the cleaning member coupling detachably coupled to the plurality of cleaning members, at least one cleaning member of the plurality of cleaning members becomes detached, and is thereby released, from the cleaning member coupling.

    ROBOT CLEANER AND CONTROL METHOD THEREOF
    6.
    发明公开

    公开(公告)号:US20240032762A1

    公开(公告)日:2024-02-01

    申请号:US18200911

    申请日:2023-05-23

    Abstract: A robot cleaner includes a rotation motor; a rotation member that is rotatable by driving of the rotation motor having a first surface, a second surface, and an opening through the rotation member and penetrating the first surface and the second surface; and a floorcloth coupling member disposed on the second surface and having a floorcloth attaching unit insertable into the opening to be detachably coupled to a floorcloth in contact with the first surface. The rotation member and the floorcloth coupling member are configured so that, when the floorcloth attaching unit is inserted into the opening and detachably coupled to the floorcloth, the rotation member rotates in a first state, the floorcloth attaching unit remains coupled to the floorcloth. When the rotation member rotates in a second state, the floorcloth attaching unit exits the opening so that the floorcloth becomes detached from the floorcloth attaching unit.

    FILTER ASSEMBLY
    7.
    发明申请

    公开(公告)号:US20220388867A1

    公开(公告)日:2022-12-08

    申请号:US17887555

    申请日:2022-08-15

    Abstract: A filter assembly comprises an outer casing, filters and a pipe member connected to first, second and third filters and comprising an inlet flow path and an outlet flow path. The inlet flow path comprises a first inlet flow path connected to the first filter, a second inlet flow path connected to the second filter, a third inlet flow path connected to the third filter, and an inflow member comprising a branch point to allow water to flow in parallel through the first inlet flow path and the second inlet flow path. The outlet flow path comprises a first outlet flow path for water to be discharged from the first filter, and a second outlet flow path for water to be discharged from the second filter. Water discharged from the first outlet flow path from the second outlet flow path is guided and introduced into the third inlet flow path.

    WATER PURIFIER AND METHOD FOR CONTROLLING WATER PURIFIER

    公开(公告)号:US20220298026A1

    公开(公告)日:2022-09-22

    申请号:US17833029

    申请日:2022-06-06

    Abstract: A water purifier including a raw water flow path, a first valve provided in a water purification path, a second valve provided in a wash water flow path, a purified water valve provided in a purified water supply tube, a flow sensor provided in a cooking water supply tube and sensing a flow amount of liquid flowing in the cooking water supply tube, a drainage valve provided in a drainage flow path branched from the cooking water supply tube and a controller for draining the liquid remaining in the cooking water supply tube, when a flow amount value sensed by the flow sensor for a preset period of time is less than or equal to a certain value, by controlling opening/closing of the purified water valve, the first valve, the second valve, and the drainage valve.

    ELECTRONIC DEVICE FOR REARRANGING KERNELS OF NEURAL NETWORK AND OPERATING METHOD THEREOF

    公开(公告)号:US20220004841A1

    公开(公告)日:2022-01-06

    申请号:US17282057

    申请日:2020-10-28

    Abstract: Disclosed is an electronic device may include a memory storing a neural network including a plurality of layers, each of the plurality of layers comprising a plurality of kernels, and at least one processor, wherein the at least one processor is configured to: arrange the neural network; and perform neural network processing on input data based on the arranged neural network, and wherein the arranging the neural network includes: with respect to each of the plurality of layers of the neural network, identifying a number of first weights of each of a plurality of kernels included in a layer; identifying a turn that each of the plurality of kernels included in the layer has in an operation sequence based on the identified number of first weights; and updating the turn that each of the plurality of kernels has in the operation sequence based on the identified turn for each of the plurality of kernels.

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