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    multiplications of matrices in parallel tagged posts

    Photon-based processing units enable more Complex Machine Learning

    July 24, 2020, Categories  Physics, Technology/Electronics

    The photonic tensor core performs vector-matrix multiplications by utilizing the efficient interaction of light at different wavelengths with multistate photonic phase change memories. CREDIT: Mario Miscuglio
    The photonic tensor core performs vector-matrix multiplications by utilizing the efficient interaction of light at different wavelengths with multistate photonic phase change memories. CREDIT: Mario Miscuglio

    Using photons to create more powerful and power-efficient processing units for artificial intelligence. Machine learning performed by neural networks is a popular approach to developing artificial intelligence, as researchers aim to replicate brain functionalities for a variety of applications.

    A paper in the journal Applied Physics Reviews, by AIP Publishing, proposes a new approach to perform computations required by a neural network, using light instead of electricity...

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