Efficient optimisation of physical reservoir computers using only a delayed input

Abstract Reservoir computing is a machine learning algorithm for processing time dependent data which is well suited for experimental implementation. Tuning the hyperparameters of the reservoir is a time-consuming task that limits is applicability. Here we present an experimental validation of a rec...

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Bibliographic Details
Main Authors: Enrico Picco, Lina Jaurigue, Kathy Lüdge, Serge Massar
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Communications Engineering
Online Access:https://doi.org/10.1038/s44172-025-00340-6
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