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Noise analysis of SOA-based All-optical Photonic Deep Neural Network with WDM input

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Abstract

We experimentally verify the noise modeling of SOA-based all-optical neural networks on the OSNR degradation of the neuron: The photonic neural network can scale up to 16×16 neurons per layer, resulting in NRMSE <0.10.

© 2021 The Author(s)

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More Like This
Noise and Scalability Investigation of SOA-based All-optical Photonic Deep Neural Network

Bin Shi, Bitao Pan, Nicola Calabretta, and Ripalta Stabile
T1E.4 Asia Communications and Photonics Conference (ACPC) 2021

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SM1B.4 CLEO: Science and Innovations (CLEO_SI) 2021

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