Optoelectronic reservoir computing: tackling noise-induced performance degradation

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

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dc.contributor.author	Soriano, M. C.
dc.contributor.author	Ortín, S.
dc.contributor.author	Brunner, D.
dc.contributor.author	Larger, L.
dc.contributor.author	Mirasso, C.R.
dc.contributor.author	Fischer, I.
dc.contributor.author	Pesquera, L.
dc.date.accessioned	2025-01-30T09:05:19Z
dc.date.available	2025-01-30T09:05:19Z
dc.identifier.citation	Soriano, M. C., Ortín, S., Brunner, D., Larger, L., Mirasso, C. R., Fischer, I., i Pesquera, L. (2013). Optoelectronic reservoir computing: tackling noise-induced performance degradation. Optics express, 21(1), 12-20.https://doi.org/10.1364/OE.21.000012	ca
dc.identifier.uri	http://hdl.handle.net/11201/168261
dc.description.abstract	[eng] 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.	en
dc.format	application/pdf
dc.format.extent	12-20
dc.publisher	Optica
dc.relation.ispartof	Optics express, 2013, vol. 21, num.1, p. 12-20
dc.rights	Attribution 4.0 International
dc.rights.uri	https://creativecommons.org/licenses/by/4.0/
dc.subject.classification	53 - Física
dc.subject.other	53 - Physics
dc.title	Optoelectronic reservoir computing: tackling noise-induced performance degradation	en
dc.type	info:eu-repo/semantics/article
dc.type	info:eu-repo/semantics/publishedVersion
dc.type	Article
dc.date.updated	2025-01-30T09:05:19Z
dc.rights.accessRights	info:eu-repo/semantics/openAccess
dc.identifier.doi	https://doi.org/10.1364/OE.21.000012