System and method for disambiguation of Internet-of-Things devices

    公开(公告)号:US11784845B2

    公开(公告)日:2023-10-10

    申请号:US16147319

    申请日:2018-09-28

    CPC classification number: H04L12/282 G06T7/74 H04W8/22 H04W60/00 H04W64/003

    Abstract: An apparatus may identify each object of a set of objects included in a first location, wherein the set of objects includes at least one IoT device and at least one other object. The apparatus may determine a first set of attributes for the at least one IoT device. The apparatus may store registration information associated with the at least one IoT device, the registration information including a first identifier associated with the at least one IoT device and including the first set of attributes for the at least one IoT device. The apparatus may obtain an input. The apparatus may determine whether the input corresponds to the at least one IoT device based on the registration information associated with the at least one IoT device. The apparatus may control the at least one IoT device when the input corresponds to the at least one IoT device.

    Optimizing performance of recurrent neural networks

    公开(公告)号:US11769036B2

    公开(公告)日:2023-09-26

    申请号:US15956674

    申请日:2018-04-18

    CPC classification number: G06N3/04 G06N5/04

    Abstract: An apparatus for optimizing a computational network is configure to receive an input at a first processing component. The first processing component may include at least a first programmable processing component and a second programmable processing component. The first programmable processing component is configured to compute a first nonlinear function and the second programmable processing component is configured to compute a second nonlinear function which is different than the second nonlinear function. The computational network which may be a recurrent neural network such as a long short-term memory may be operated to generate an inference based at least in part on outputs of the first programmable processing component and the second programmable processing component.

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