SEMICONDUCTOR DEVICES HAVING CAPACITOR STRUCTURES AND SEMICONDUCTOR INTEGRATED CIRCUITS HAVING THE SAME

    公开(公告)号:US20240421068A1

    公开(公告)日:2024-12-19

    申请号:US18738100

    申请日:2024-06-10

    Abstract: A semiconductor device including: a device layer on a substrate; an interconnection layer disposed on the device layer, wherein the interconnection layer includes conductive interconnections forming a plurality of layers; and first and second capacitor structures disposed inside the interconnection layer. Each of the first and second capacitor structures includes: electrode layers spaced apart from each other in a vertical direction and forming three or more layers; dielectric layers between the electrode layers; conductive vias respectively connected to one of the electrode layers and extending vertically; a first connection terminal electrically connected to a lowermost electrode layer; and a second connection terminal electrically connected to at least one of the electrode layers, wherein the first capacitor structure and the second capacitor structure include the same number of electrode layers, and wherein a first capacitance of the first capacitor structure is different from a second capacitance of the second capacitor structure.

    METHOD AND APPARATUS FOR PHOTOGRAPHING USING ELECTRONIC DEVICE CAPABLE OF FLYING

    公开(公告)号:US20170134699A1

    公开(公告)日:2017-05-11

    申请号:US15271536

    申请日:2016-09-21

    Abstract: An electronic device and flying device and respective methods are disclosed. The electronic device includes a communication circuit, a position notification device, one or more sensors, a processor which executes the method, including transmitting a first signal to the flying device to recognize an image signal generated by the electronic device, generating the image signal, receiving a second signal indicating that the flying device recognized the image signal, and transmitting a third signal to control movement of the flying device. The flying device includes a camera, a communication circuit, one or more sensors, a processor which executes a method, including receiving a first signal from the electronic device, controlling the camera to detect an image signal generated by the electronic device for determining a position of the electronic device, and controlling movement of the flying device based on a second signal and the determined position of the electronic device.

    METHOD AND APPARATUS FOR GENERATING A NOISE-RESILIENT MACHINE LEARNING MODEL

    公开(公告)号:US20240330685A1

    公开(公告)日:2024-10-03

    申请号:US18742494

    申请日:2024-06-13

    CPC classification number: G06N3/08

    Abstract: The present application relates to a computer-implemented method for an improved technique for optimising the loss function during deep learning. The method includes receiving a training data set comprising a plurality of data items, initialising weights of at least one neural network layer of the ML model, and training, using an iterative process, the at least one neural network layer of the ML model by inputting, into the at least one neural network layer, the plurality of data items, processing the plurality of data items using the at least one neural network layer and the weights, optimising a loss function of the weights by simultaneously minimising a loss value and a loss sharpness using weights that lie in a neighbourhood having a similar low loss value, wherein the neighbourhood is determined by a geometry of a parameter space defined by the weights of the ML model, and updating the weights of the at least one neural network layer using the optimised loss function.

    END CAP HOLDER FOR A GAS CYLINDER
    10.
    发明申请

    公开(公告)号:US20230009496A1

    公开(公告)日:2023-01-12

    申请号:US17677452

    申请日:2022-02-22

    Abstract: An end cap holder may include a base block and a holding block. The base block may be configured to provide an end cap, which may be at a nozzle of the gas cylinder, with a torque for combining/separating the end cap with/from the nozzle. An angle correction groove may be formed at a first surface of the base block oriented toward the end cap. The holding block may be rotatably receivable in the angle correction groove to hold the end cap. The holding block may selectively make point contact with the base block to transmit the torque of the base block to the end cap. Thus, the holding block may accurately hold the end cap tilted to a vertical axis or a horizontal axis.

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