Complex Exponential Neural Network for Optical System

Zibo Hu; Maria Solyanik-Gorgone; Volker J Sorger

doi:10.1364/PSC.2021.Tu3C.4

Photonics in Switching and Computing 2021
OSA Technical Digest (Optica Publishing Group, 2021),
paper Tu3C.4
•https://doi.org/10.1364/PSC.2021.Tu3C.4

Complex Exponential Neural Network for Optical System

Zibo Hu, Maria Solyanik-Gorgone, and Volker J Sorger

Photonics in Switching and Computing 2021

Washington, DC United States
27–29 September 2021
ISBN: 978-1-943580-99-6

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Photonic Systems for Neural Networks (Tu3C)

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Z. Hu, M. Solyanik-Gorgone, and V. J. Sorger, "Complex Exponential Neural Network for Optical System," in Photonics in Switching and Computing 2021, W. Bogaerts, K. Morito, S. Ben Yoo, M. Fiorentino, K. Ishii, and B. Offrein, eds., OSA Technical Digest (Optica Publishing Group, 2021), paper Tu3C.4.

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Abstract

We introduce a wave-like exponential neural network (ENN) which is just enough to accurately describe optical systems. Results are compared to a fully connected neural network.

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