title: Optoelectronic reservoir computing: tackling noise-induced performance degradation.
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.
authors: 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
authors: M C
authors: MC
authors: Soriano
authors: S
authors: S
authors: Ortín
authors: D
authors: D
authors: Brunner
authors: L
authors: L
authors: Larger
authors: C R
authors: CR
authors: Mirasso
authors: I
authors: I
authors: Fischer
authors: L
authors: L
authors: Pesquera