Por favor, use este identificador para citar o enlazar a este item:
http://hdl.handle.net/10261/173397
COMPARTIR / EXPORTAR:
SHARE CORE BASE | |
Visualizar otros formatos: MARC | Dublin Core | RDF | ORE | MODS | METS | DIDL | DATACITE | |
Título: | Conditions for reservoir computing performance using semiconductor lasers with delayed optical feedback |
Autor: | Bueno Moragues, Julián CSIC; Brunner, Daniel CSIC ORCID; Soriano, Miguel C. ; Fischer, Ingo CSIC ORCID | Fecha de publicación: | 2017 | Editor: | Optical Society of America | Citación: | Optics Express 25(3): 2401-2412 (2017) | Resumen: | Photonic implementations of reservoir computing (RC) have been receiving considerable attention due to their excellent performance, hardware, and energy efficiency as well as their speed. Here, we study a particularly attractive all-optical system using optical information injection into a semiconductor laser with delayed feedback. We connect its injection locking, consistency, and memory properties to the RC performance in a non-linear prediction task. We find that for partial injection locking we achieve a good combination of consistency and memory. Therefore, we are able to provide a physical basis identifying operational parameters suitable for prediction. | Versión del editor: | https://doi.org/10.1364/OE.25.002401 | URI: | http://hdl.handle.net/10261/173397 | DOI: | 10.1364/OE.25.002401 | E-ISSN: | 1094-4087 |
Aparece en las colecciones: | (IFISC) Artículos |
Ficheros en este ítem:
Fichero | Descripción | Tamaño | Formato | |
---|---|---|---|---|
oe-25-3-2401.pdf | 2,39 MB | Adobe PDF | Visualizar/Abrir |
CORE Recommender
SCOPUSTM
Citations
135
checked on 10-abr-2024
WEB OF SCIENCETM
Citations
117
checked on 27-feb-2024
Page view(s)
318
checked on 19-abr-2024
Download(s)
258
checked on 19-abr-2024
Google ScholarTM
Check
Altmetric
Altmetric
NOTA: Los ítems de Digital.CSIC están protegidos por copyright, con todos los derechos reservados, a menos que se indique lo contrario.