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Conferences > CLEO_SI > 2022 > SS2B > SS2B.2

Time Series Prediction and Classification using Silicon Photonic Neuron with a Self-Connection

Hsuan-Tung Peng, Thomas Ferreira de Lima, Eric C. Blow, Simon Bilodeau, Aashu Jha, Chaoran Huang, Bhavin J. Shastri, and Paul R. Prucnal

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Abstract

We experimentally demonstrated real-time operation of a photonic neuron with a self-connection, a pre-requisite for integrated recurrent neural networks (RNNs). After studying two applications we propose a photonics-assisted platform for time series prediction and classification.

© 2022 The Author(s)

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