PHOTONIC-CONTROLLED CROSSBAR FOR CONVOLUTION OPERATIONS IN NEUROMORPHIC MACHINE VISION

    公开(公告)号:US20240331334A1

    公开(公告)日:2024-10-03

    申请号:US18618139

    申请日:2024-03-27

    CPC classification number: G06V10/143 G06V10/955 H04N25/10

    Abstract: An optical synapse device which can be used in a neuromorphic machine vision system to enable broadband sensing and fast data processing in applications where machine vision is used, such as for example in real-time video analysis, autonomous vehicles and medical diagnosis. The novel optical synapse device enables image sensing, convolutional processing, and computing. Multiple synaptic plasticity triggered by photons can implement photonic computing and information transmission. Convolutional processing is realized by ultra-low energy kernel generators fully controlled by photons. The optical synapse device shows the ability of conductance modulations under electronic stimulations that implement neuromorphic computing. The novel two-terminal broadband optoelectronic synapse device enables front-end retinomorphic image sensing, convolutional processing, and back-end neuromorphic computing.

    Vehicle diagnostic platform using augmented reality for damage assessment

    公开(公告)号:US12056965B1

    公开(公告)日:2024-08-06

    申请号:US16887025

    申请日:2020-05-29

    Inventor: Clint J. Marlow

    Abstract: Aspects of the disclosure relate to computing platforms that apply augmented reality techniques for vehicle diagnostics. A computing platform may receive images of a vehicle. By applying image recognition and machine learning algorithms to the images of the vehicle, the computing platform may identify the vehicle. The computing platform may identify schematics corresponding to the vehicle. Using the schematics, the computing platform may generate x-ray image information corresponding to the vehicle. The computing platform may send the images, the x-ray image information, and commands directing an enterprise user device to display an x-ray image, which may cause the enterprise user device to: modify the images of the vehicle based on the x-ray image information, and display an x-ray vehicle interface depicting a portion of the vehicle that: is not visible in the images, but would be visible if an exterior portion of the vehicle was displaced.

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