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Prediction performance of reservoir computing systems based on a diode-pumped erbium-doped microchip laser subject to optical feedback

par Romain Modeste, Nguimdo RMN;Lacot, E.;Jacquin, Olivier;Hugon, Olivier;Van Der Sande, Guy ;Chatellus, H. G. H.G.C
Référence Optics Letters, 42, 4, page (375), 3
Publication Publié, 2017-02-01

Article révisé par les pairs

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Résumé :

Reservoir computing (RC) systems are computational tools for information processing that can be fully implemented in optics. Here, we experimentally and numerically show that an optically pumped laser subject to optical delayed feedback can yield similar results to those obtained for electrically pumped lasers. Unlike with previous implementations, the input data are injected at a time interval that is much larger than the time-delay feedback. These data are directly coupled to the feedback light beam. Our results illustrate possible new avenues for RC implementations for prediction tasks.