Pushing the limits of ELMS with 10 GHz frequency combs

20260 citationsJournal Article

Authors

Arnaud Mussot · Laboratoire de Physique des Lasers, Atomes et Molécules

Siddharth Sivankutty · Centre National de la Recherche Scientifique

Simon Boivinet · Laboratoire de Physique des Lasers, Atomes et Molécules

Debanuj Chatterjee

Alexander Eber · Graz University of Technology

Stefano Negrini · Laboratoire de Physique des Lasers, Atomes et Molécules

Alexandre Kudlinski ·

Abstract

We report the an experimental realization of an all-fiber extreme learning machines leveraging a polarization-maintaining frequency comb source operating at 10 GHz. This significant increase in repetition rate enables faster inference without sacrificing accuracy of the machine.

Topics & Keywords

Semiconductor Lasers and Optical Devices Advanced Fiber Laser Technologies Photonic and Optical Devices

UN Sustainable Development Goals

Affordable and clean energy

Publication Details

DOI: 10.1117/12.3079609

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