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Reservoir computing based on a silicon microring and time multiplexing for binary and analog operations

Photonic implementations of reservoir computing (RC) promise to reach ultra-high bandwidth of operation with moderate training efforts. Several optoelectronic demonstrations reported state of the art performances for hard tasks as speech recognition, object classification and time series prediction....

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Detalles Bibliográficos
Autores principales: Borghi, Massimo, Biasi, Stefano, Pavesi, Lorenzo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8329232/
https://www.ncbi.nlm.nih.gov/pubmed/34341377
http://dx.doi.org/10.1038/s41598-021-94952-5