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arXiv · 2101.04487

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

Charis Mesaritakis·Kostas Sozos·Dimitris Dermanis·Adonis Bogris
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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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Charis Mesaritakis, Kostas Sozos, Dimitris Dermanis, Adonis Bogris. 2021-01-12. Spatial Photonic Reservoir Computing based on Non-Linear Phase-to-Amplitude Conversion in Micro-Ring Resonators. https://doi.org/10.1364/ofc.2021.tu1h.2

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