Estimating prediction horizon of reservoir computer on L63 system when observed variables are incomplete

Reservoir computer (RC) is an attractive neural computing framework that can well predict the dynamics of chaotic systems. Previous knowledge of the RC performance is established on the case that all variables in a chaotic system are completely observed. However, in practical circumstances the obser...

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Bibliographic Details
Main Authors: Yu Huang, Zuntao Fu
Format: Article
Language:English
Published: IOP Publishing 2023-01-01
Series:Journal of Physics: Complexity
Subjects:
Online Access:https://doi.org/10.1088/2632-072X/acd21c