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.
© 2021 The Author(s)
PDF Article | Presentation VideoMore Like This
Giulia Marcucci, Davide Pierangeli, and Claudio Conti
NTh1A.7 Nonlinear Optics (NLO) 2021
B. J. Shastri, C. Huang, A. N. Tait, and P. R. Prucnal
W3B.3 Photonics in Switching and Computing (PS) 2021
Yichen Shen, Scott Skirlo, Nicholas C. Harris, Dirk Englund, and Marin Soljačić
SM3E.2 CLEO: Science and Innovations (CLEO:S&I) 2016