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, Paul R. Prucnal

Research output: Contribution to journalConference articlepeer-review

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.

Original languageEnglish (US)
Article numberSS2B.2
JournalOptics InfoBase Conference Papers
StatePublished - 2022
EventCLEO: Science and Innovations, S and I 2022 - San Jose, United States
Duration: May 15 2022May 20 2022

All Science Journal Classification (ASJC) codes

  • Electronic, Optical and Magnetic Materials
  • Mechanics of Materials

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