@inproceedings{4da1be1fa3de475ab44277d7dfc822d1,
title = "All-Optical Reservoir Computing via a Nonlinear Sagnac Interferometer for Machine Learning Applications",
abstract = "We present an all-optical reservoir computing device based on a nonlinear Sagnac interferometer. By leveraging multiple wavelength input channels, we demonstrate high accuracy in machine learning prediction tasks, as exemplified by the Mackey-Glass time series benchmark. {\textcopyright} 2025 Optica.",
author = "\{Di Lauro\}, Luigi and A. Aadhi and Pavel Dmitriev and Bennet Fischer and Imtiaz Alamgir and Celine Mazoukh and Nicolas Perron and Viktorov, \{Evgeny A.\} and Kovalev, \{Anton V.\} and Armaghan Eshaghi and Mario Chemnitz and Piotr Roztocki and Shervin Vakili and Little, \{Brent E.\} and Chu, \{Sai T.\} and Moss, \{David J.\} and Roberto Morandotti",
note = "Full text of this publication does not contain sufficient affiliation information. With consent from the author(s) concerned, the Research Unit(s) information for this record is based on the existing academic department affiliation of the author(s).; 2025 Conference on Lasers and Electro-Optics (CLEO 2025) ; Conference date: 04-05-2025 Through 09-05-2025",
year = "2025",
month = may,
doi = "10.1364/CLEO\_FS.2025.FF142\_3",
language = "English",
isbn = "9798350369120",
series = "Conference on Lasers and Electro-Optics, CLEO",
publisher = "IEEE",
booktitle = "2025 Conference on Lasers and Electro-Optics, CLEO 2025",
address = "United States",
}