Multimode Fabry-Perot laser as a reservoir computing and extreme learning machine photonic accelerator

In this work, we introduce Fabry–Perot lasers as neuromoprhic nodes in the context of time-delayed reservoir computing and extreme learning machine (ELM) for the processing of temporal signals and the high-speed classification of images. By exploiting the multi-wavelength emission capabilities of th...

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Detalhes bibliográficos

Principais autores:	Menelaos Skontranis, George Sarantoglou, Kostas Sozos, Thomas Kamalakis, Charis Mesaritakis, Adonis Bogris
Formato:	Artigo
Idioma:	Inglês
Publicado em:	IOP Publishing 2023-01-01
coleção:	Neuromorphic Computing and Engineering
Assuntos:	neuromorphic computing semiconductor laser spectro-temporal multiplexing time-delay reservoir computing photonic accelerators
Acesso em linha:	https://doi.org/10.1088/2634-4386/ad025b
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