We experimentally demonstrate an optical machine learning scheme that uses spatial dispersive shock waves for performing classification and regression tasks. The nonlinear optical device is easy-to-train and reaches accuracies comparable to digital reservoir machines.
Neuromorphic computing device using optical shock waves
Pierangeli D.;Conti C.
2021
Abstract
We experimentally demonstrate an optical machine learning scheme that uses spatial dispersive shock waves for performing classification and regression tasks. The nonlinear optical device is easy-to-train and reaches accuracies comparable to digital reservoir machines.File in questo prodotto:
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Descrizione: Neuromorphic computing device using optical shock waves
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