METHOD AND APPARATUS WITH MACHINE LEARNING MODEL

    公开(公告)号:US20240144021A1

    公开(公告)日:2024-05-02

    申请号:US18341892

    申请日:2023-06-27

    CPC classification number: G06N3/0895

    Abstract: An apparatus includes: one or more processors configured to: randomly split a training data set into a first training data set comprising a first label assigned to first data and a second training data set comprising a second label assigned to second data; train a first neural network using a semi-supervised learning scheme based on the first training data set comprising the first label, and an unlabeled second training data set; and train a second neural network using the semi-supervised learning scheme based on the second training data set comprising the second label, and an unlabeled first training data set.

    METHOD AND APPARATUS WITH LABEL NOISE PROCESSING

    公开(公告)号:US20230252771A1

    公开(公告)日:2023-08-10

    申请号:US17988072

    申请日:2022-11-16

    CPC classification number: G06V10/776 G06N3/0454 G06V10/82

    Abstract: A processor-implemented method with label noise processing includes: iteratively training a first model for correcting a label of a data set, the label comprising noise, and a second model for detecting the noise of the label; and processing the data set comprising the noise using either one or both of the trained first model and the trained second model, wherein the iterative training comprises: identifying clean data in the data set using the second model; training the first model using the clean data; correcting the label of the data set using the trained first model; and training the second model based on the data set comprising the corrected label.

    METHOD FOR CONTROLLING WIRELESS TRANSMISSION POWER AND ELECTRONIC DEVICE INCLUDING SAME

    公开(公告)号:US20210036550A1

    公开(公告)日:2021-02-04

    申请号:US16929581

    申请日:2020-07-15

    Abstract: An electronic device according to an embodiment may include: a wireless charging coil; a power transmission circuit configured to be electrically connected to the wireless charging coil; a wireless communication circuit configured to communicate with an external electronic device; and a control circuit. The control circuit may be configured to: transmit power to an external electronic device; obtain data corresponding to power received by the external electronic device in response to the transmitted power using the wireless communication circuit; obtain power loss based on the obtained data; stop transmitting the power to the external electronic device when the power loss exceeds a first threshold; and stop transmitting the power to the external electronic device according to whether an event related the power loss occurs even when the power loss is lower than the first threshold.

    SEMICONDUCTOR DEVICE
    6.
    发明申请

    公开(公告)号:US20210035991A1

    公开(公告)日:2021-02-04

    申请号:US16827778

    申请日:2020-03-24

    Abstract: A semiconductor device includes a substrate having a conductive region and an insulating region; gate electrodes including sub-gate electrodes spaced apart from each other and stacked in a first direction perpendicular to an upper surface of the substrate and extending in a second direction perpendicular to the first direction and gate connectors connecting the sub-gate electrodes disposed on the same level; channel structures penetrating through the gate electrodes and extending in the conductive region of the substrate; and a first dummy channel structure penetrating through the gate electrodes and extending in the insulating region of the substrate and disposed adjacent to at least one side of the gate connectors in a third direction perpendicular to the first and second directions.

    METHOD AND APPARATUS FOR WIRELESS CHARGING
    8.
    发明申请

    公开(公告)号:US20190305580A1

    公开(公告)日:2019-10-03

    申请号:US16442963

    申请日:2019-06-17

    Abstract: An electronic device and a method thereof, which supports fast wireless charging, are provided. The electronic device includes a wireless power circuit, and one or more processors which are functionally connected with the wireless power circuit, wherein the one or more processors are configured to execute detecting an external electronic device through the wireless power circuit, determining wireless power information corresponding to the external electronic device, determining whether the external electronic device supports a first charging power or a second charging power, at least partially based on the wireless power information, providing the first charging power to the external electronic device through the wireless power circuit, at least partially based on the determination that the external electronic device supports the first charging power, and providing the second charging power to the external electronic device through the wireless power circuit, at least partially based on the determination that the external electronic device supports the second charging power.

    THREE-DIMENSIONAL SEMICONDUCTOR DEVICES
    10.
    发明申请

    公开(公告)号:US20190019804A1

    公开(公告)日:2019-01-17

    申请号:US16136438

    申请日:2018-09-20

    Abstract: A three-dimensional semiconductor device includes an electrode structure on a substrate that includes a first region and a second region, the electrode structure including a ground selection electrode, cell electrodes, and a string selection electrode which are sequentially stacked on the substrate wherein the ground selection electrode, the cell electrodes, and the string selection electrode respectively include a ground selection pad, cell pads, and a string selection pad which define a stepped structure in the second region of the substrate, a plurality of dummy pillars penetrating each of the cell pads and a portion of the electrode structure under each of the cell pads, and a cell contact plug electrically connected to each of the cell pads, wherein each of the dummy pillars penetrates a boundary between adjacent cell pads, and wherein the adjacent cell pads share the dummy pillars.

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