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

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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Bibliographic Details
Main Authors: Menelaos Skontranis, George Sarantoglou, Kostas Sozos, Thomas Kamalakis, Charis Mesaritakis, Adonis Bogris
Format: Article
Language:English
Published: IOP Publishing 2023-01-01
Series:Neuromorphic Computing and Engineering
Subjects:
neuromorphic computing
semiconductor laser
spectro-temporal multiplexing
time-delay reservoir computing
photonic accelerators
Online Access:https://doi.org/10.1088/2634-4386/ad025b

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