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Opt Express. 2013 Jan 14;21(1):12-20. doi: 10.1364/OE.21.000012.

Optoelectronic reservoir computing: tackling noise-induced performance degradation.

Author information

1
Instituto de Física Interdisciplinar y Sistemas Complejos, IFISC (UIB-CSIC), Campus Universitat de les Illes Balears, Palma de Mallorca, Spain. miguel@ifisc.uib-csic.es

Abstract

We present improved strategies to perform photonic information processing using an optoelectronic oscillator with delayed feedback. In particular, we study, via numerical simulations and experiments, the influence of a finite signal-to-noise ratio on the computing performance. We illustrate that the performance degradation induced by noise can be compensated for via multi-level pre-processing masks.

PMID:
23388891
DOI:
10.1364/OE.21.000012

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