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High-Speed All-Optical Reservoir Computing Using VCSEL Polarization Dynamics

Jeremy Vatin 1, 2 Damien Rontani 1, 2 Marc Sciamanna 1, 2
1 LMOPS - Laboratoire Matériaux Optiques, Photonique et Systèmes
2 Chaire Photonique
LMOPS - Laboratoire Matériaux Optiques, Photonique et Systèmes, CentraleSupélec
Abstract : We design a new time-delay reservoir computer based on VCSELs with optical injection. It benefits from the specific VCSEL polarization dynamics in order to process data faster with enhanced performance.
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https://hal.archives-ouvertes.fr/hal-02002771
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SUP_LMOPS | UNIV-LORRAINE | CENTRALESUPELEC | CHAIRE-PHOTONIQUE | LMOPS-PHOTONIQUE

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Jeremy Vatin, Damien Rontani, Marc Sciamanna. High-Speed All-Optical Reservoir Computing Using VCSEL Polarization Dynamics. 2018 European Conference on Optical Communication (ECOC), Sep 2018, Rome, Italy. pp.1-3, ⟨10.1109/ecoc.2018.8535419⟩. ⟨hal-02002771⟩

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