First demonstration of a two-layer all-optical neural network by using photonic integrated chips and SOAs

Research output: Contribution to conferencePaperAcademic

Abstract

We demonstrate the first all-optical feed-forward neural networks constituted by two full photonic layers of neurons based on SOAs with Broadcast and Weighting protocol. The impact of optical nonlinear function is studied and signal processing with 10 Gbit/s binary sequences is presented which results in 0.21 error.
Original languageEnglish
Publication statusPublished - 2019
EventThe 45th European Conference on Optical Communication - Dublin, Ireland
Duration: 22 Sep 201926 Sep 2019
https://www.ecoc2019.org/

Conference

ConferenceThe 45th European Conference on Optical Communication
Abbreviated titleECOC 2019
CountryIreland
CityDublin
Period22/09/1926/09/19
Internet address

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  • Cite this

    Shi, B., Calabretta, N., & Stabile, R. (2019). First demonstration of a two-layer all-optical neural network by using photonic integrated chips and SOAs. Paper presented at The 45th European Conference on Optical Communication, Dublin, Ireland.