Machine Learning in the Optical Domain Enabled by Reservoir Computing
Stephan M. Pachnicke, Shi Li · 2020
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.