Spatial Photonic Reservoir Computing based on Non-Linear Phase-to-Amplitude Conversion in Micro-Ring Resonators

Charis Mesaritakis; Kostas Sozos; Dimitris Dermanis; Adonis Bogris

doi:10.1364/OFC.2021.Tu1H.2

Optical Fiber Communication Conference (OFC) 2021
OSA Technical Digest (Optica Publishing Group, 2021),
paper Tu1H.2
•https://doi.org/10.1364/OFC.2021.Tu1H.2

Spatial Photonic Reservoir Computing based on Non-Linear Phase-to-Amplitude Conversion in Micro-Ring Resonators

Charis Mesaritakis, Kostas Sozos, Dimitris Dermanis, and Adonis Bogris

Optical Fiber Communication Conference 2021

Washington, DC United States
6–11 June 2021
ISBN: 978-1-943580-86-6

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Optics for Emerging Computing Architectures (Tu1H)

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C. Mesaritakis, K. Sozos, D. Dermanis, and A. Bogris, "Spatial Photonic Reservoir Computing based on Non-Linear Phase-to-Amplitude Conversion in Micro-Ring Resonators," in Optical Fiber Communication Conference (OFC) 2021, P. Dong, J. Kani, C. Xie, R. Casellas, C. Cole, and M. Li, eds., OSA Technical Digest (Optica Publishing Group, 2021), paper Tu1H.2.

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Abstract

We present a photonic reservoir computing, relying on a non-linear phase-to-amplitude mapping process, able to classify in real-time multi-Gbaud time traces subject to transmission effects. This approach delivers an all-optical, low-power neuromorphic dispersion compensator.

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