Reservoir computing with generalized readout based on generalized synchronization

Abstract Reservoir computing is a machine learning framework that exploits nonlinear dynamics, exhibiting significant computational capabilities. One of the defining characteristics of reservoir computing is that only linear output, given by a linear combination of reservoir variables, is trained. I...

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Bibliographic Details
Main Authors: Akane Ohkubo, Masanobu Inubushi
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-81880-3
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