@inproceedings{7e7aaea820e04a6baaea79757f1edfc3,
title = "SOA-based reservoir computing",
abstract = "We present a novel reservoir computing approach in which single nonlinear device - semiconductor optical amplifier, replaces the entire nonlinear reservoir to perform computations, without the conventional use of a delay loop. To study the performance of the proposed scheme, we use it for the benchmark prediction task of learning the Mackey-Glass chaotic attractor.",
keywords = "linear regression, Mackey-Glass time series, optical up-sampling, reservoir computing, semiconductor optical amplifier",
author = "A. Bednyakova and E. Manuylovich and Ivoilov, {D. A.} and Terekhov, {I. S.} and Turitsyn, {S. K.}",
year = "2024",
month = aug,
day = "19",
doi = "10.1109/ICLO59702.2024.10624399",
language = "English",
series = "Proceedings of International Conference Laser Optics (ICLO)",
publisher = "IEEE",
pages = "279",
booktitle = "2024 International Conference Laser Optics (ICLO)",
address = "United States",
note = "2024 International Conference Laser Optics, ICLO 2024 ; Conference date: 01-07-2024 Through 05-07-2024",
}