Prediction performance of reservoir computing systems based on a diode-pumped erbium-doped microchip laser subject to optical feedback.
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.
Romain Modeste
RM
Nguimdo
Eric
E
Lacot
Olivier
O
Jacquin
Olivier
O
Hugon
Guy
G
Van der Sande
Hugues
H
Guillet de Chatellus