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Publication

Modelling and Integrating Nonlinear Optical Transformations in Neural Networks

Demetri Psaltis, Christophe Moser, Niyazi Ulas Dinç, Ilker Oguz, Mustafa Yildirim, Jih-Liang Hsieh
2023
Conference Papers

Abstract

We experimentally demonstrate a hybrid optical-digital neural network utilizing a high-dimensional nonlinear optics system. Precise digital modelling enables the system to achieve competitive performance in machine learning tasks.

Official source

https://infoscience.epfl.ch/entities/publication/1fcdb5e4-bb84-470c-9313-919052e18a79

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Modelling and Integrating Nonlinear Optical Transformations in Neural Networks

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