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Moss SPIE2021 11775-1 Prague Keynote IEEE Tex_compressed (1).pdf (1.49 MB)

Ultrahigh bandwidth applications of microcombs: Neural networks and optical data transmission

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posted on 09.03.2021, 17:33 by David Moss
We report ultrahigh bandwidth applications of Kerr microcombs to optical neural networks and to optical data transmission, at data rates from 44 Terabits/s (Tb/s) to approaching 100 Tb/s. Convolutional neural networks (CNNs) are a powerful category of artificial neural networks that can extract the hierarchical features of raw data to greatly reduce the network complexity and enhance the accuracy for machine learning tasks such as computer vision, speech recognition, playing board games and medical diagnosis [1-7].

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Email Address of Submitting Author

dmoss@swin.edu.au

ORCID of Submitting Author

0000-0001-5195-1744

Submitting Author's Institution

Swinburne University of Technology

Submitting Author's Country

Australia