SOA-based All-optical Photonic Integrated Deep Neural Network with Stable Output Noise

Bin Shi; Bin Shi; Nicola Calabretta; Ripalta Stabile; Ripalta Stabile

European Conference on Optical Communication (ECOC) 2022
Technical Digest Series (Optica Publishing Group, 2022),
paper Tu4G.2

SOA-based All-optical Photonic Integrated Deep Neural Network with Stable Output Noise

Bin Shi, Nicola Calabretta, and Ripalta Stabile

European Conference and Exhibition on Optical Communication 2022

Basel Switzerland
18–22 September 2022
ISBN: 978-1-957171-15-9

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Photonic Neural Networks (Tu4G)

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B. Shi, N. Calabretta, and R. Stabile, "SOA-based All-optical Photonic Integrated Deep Neural Network with Stable Output Noise," in European Conference on Optical Communication (ECOC) 2022, J. Leuthold, C. Harder, B. Offrein, and H. Limberger, eds., Technical Digest Series (Optica Publishing Group, 2022), paper Tu4G.2.

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Abstract

we experimentally emulate the OSNR evolution of the SOA-based integrated all-optical neuron with 7-channel WDM input to single output conversion, resulting in a stable output error <0.1 and providing noise compression.

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