Photonic neuromorphic information processing and reservoir computing
Author(s) -
Alessio Lugnan,
Andrew Katumba,
Floris Laporte,
Matthias Freiberger,
Stijn Sackesyn,
Chonghuai Ma,
Emmanuel Gooskens,
Joni Dambre,
Peter Bienstman
Publication year - 2020
Publication title -
apl photonics
Language(s) - English
Resource type - Journals
ISSN - 2378-0967
DOI - 10.1063/1.5129762
Subject(s) - neuromorphic engineering , reservoir computing , photonics , computer science , focus (optics) , deep learning , computer architecture , artificial intelligence , artificial neural network , materials science , recurrent neural network , physics , optoelectronics , optics
Photonic neuromorphic computing is attracting tremendous research interest now, catalyzed in no small part by the rise of deep learning in many applications. In this paper, we will review some of the exciting work that has been going in this area and then focus on one particular technology, namely, photonic reservoir computing.
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