Microcombs for ultrahigh bandwidth optical data transmission and neural networks
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We report ultrahigh bandwidth applications of Kerr microcombs to optical neural networks and to optical datatransmission, at data rates from 44 Terabits/s (Tb/s) to approaching 100 Tb/s. Convolutional neural networks (CNNs) area powerful category of artificial neural networks that can extract the hierarchical features of raw data to greatly reducethe network complexity and enhance the accuracy for machine learning tasks such as computer vision, speechrecognition, playing board games and medical diagnosis [1-7].
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