Demonstration of photonic neural network for fiber nonlinearity compensation in long-haul transmission systems
Chaoran Huang, Shinsuke Fujisawa, Thomas Ferreira de Lima, Alexander N. Tait, Eric C. Blow, Yue Tian, Simon Bilodeau, Aashu Jha, Fatih Yaman, Hussam G. Batshon, Hsuan-Tung Peng, Bhavin J. Shastri, Yoshihisa Inada, Ting Wang, Paul R. Prucnal
Abstract
We demonstrate the experimental implementation of photonic neural network for fiber nonlinearity compensation over a 10,080 km trans-pacific transmission link. Q-factor improvement of 0.51 dB is achieved with only 0.06 dB lower than numerical simulations.
Topics & Concepts
Compensation (psychology)PhotonicsTransmission (telecommunications)Artificial neural networkNonlinear systemComputer sciencePhotonic-crystal fiberOptical fiberElectronic engineeringOpticsTelecommunicationsPhysicsEngineeringArtificial intelligencePsychologyQuantum mechanicsPsychoanalysisOptical Network TechnologiesNeural Networks and Reservoir ComputingAdvanced Photonic Communication Systems