Journal
OPTICS EXPRESS
Volume 20, Issue 20, Pages 22783-22795Publisher
OPTICAL SOC AMER
DOI: 10.1364/OE.20.022783
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Funding
- Interuniversity Attraction Poles program of the Belgian Science Policy Office [IAP P7-35]
- Fonds de la Recherche Scientifique FRS-FNRS
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Reservoir Computing is a novel computing paradigm that uses a nonlinear recurrent dynamical system to carry out information processing. Recent electronic and optoelectronic Reservoir Computers based on an architecture with a single nonlinear node and a delay loop have shown performance on standardized tasks comparable to state-of-the-art digital implementations. Here we report an all-optical implementation of a Reservoir Computer, made of off-the-shelf components for optical telecommunications. It uses the saturation of a semiconductor optical amplifier as nonlinearity. The present work shows that, within the Reservoir Computing paradigm, all-optical computing with state-of-the-art performance is possible. (C)2012 Optical Society of America
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