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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.

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Autoría: Soriano M.C., Ortín S., Brunner D., Larger L., Mirasso C.R., Fischer I., Pesquera L.,

Fuente: Optics Express Vol. 21, Issue 1, pp. 12-20 (2013)

Año de publicación: 2013

Nº de páginas: 8

Tipo de publicación: Artículo de Revista

DOI: 10.1364/OE.21.000012

ISSN: 1094-4087

Url de la publicación: https://doi.org/10.1364/OE.21.000012

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Autoría

SORIANO, M. C.

SILVIA ORTIN GONZALEZ

BRUNNER, D.

LARGER, L.

MIRASSO, C. R.

FISCHER, I.

LUIS PESQUERA GONZALEZ

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