Abstract
We experimentally demonstrate multilayer neural networks using ultrafast nonlinear optics, to perform audio and image classification. The proposed framework for constructing and training neural networks is general and applicable to other complex non-linear systems.
© 2022 The Author(s)
PDF Article | Presentation VideoMore Like This
Logan G. Wright, Tatsuhiro Onodera, Martin M. Stein, Tianyu Wang, Darren T. Schachter, Zoey Hu, and Peter L. McMahon
FF1A.4 CLEO: QELS_Fundamental Science (CLEO:FS) 2021
Logan G. Wright, Tatsuhiro Onodera, Martin M. Stein, Tianyu Wang, Darren T. Schachter, Zoey Hu, and Peter L. McMahon
SF4F.1 CLEO: Science and Innovations (CLEO:S&I) 2022
Logan G. Wright, Tatsuhiro Onodera, Martin M. Stein, Tianyu Wang, Darren T. Schachter, Zoey Hu, and Peter L. McMahon
NTh1A.6 Nonlinear Optics (NLO) 2021