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Conferences > ACPC > 2020 > T1B > T1B.3
  • Asia Communications and Photonics Conference/International Conference on Information Photonics and Optical Communications 2020 (ACP/IPOC)
  • OSA Technical Digest (Optica Publishing Group, 2020),
  • paper T1B.3
  • •https://doi.org/10.1364/ACPC.2020.T1B.3

Machine Learning in the Optical Domain Enabled by Reservoir Computing

Stephan Pachnicke and Shi Li

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Abstract

Photonic reservoir computing can substitute digital signal processing and equalize linear and nonlinear impairments. Especially photonic integrated variants e.g. ring-resonator based devices may become attractive. Feasibility and limitations are evaluated, and potential solutions are proposed.

© 2020 The Author(s)

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