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Optoelectronic reservoir computing: tackling noise-induced performance degradation

AuthorsSoriano, Miguel C. ; Ortín González, Silvia ; Brunner, Daniel ; Larger, Laurent ; Mirasso, Claudio R. ; Fischer, Ingo ; Pesquera, Luis
Issue DateJan-2013
PublisherOptical Society of America
CitationOptics Express 21(1): 12-20 (2013)
AbstractWe 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.
Publisher version (URL)http://dx.doi.org/10.1364/OE.21.000012
Identifiersdoi: 10.1364/OE.21.000012
issn: 1094-4087
Appears in Collections:(IFCA) Artículos
(IFISC) Artículos
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