Parameter extraction with reservoir computing: Nonlinear time series analysis and application to industrial maintenance

DOI10.1063/5.0039193zbMath1459.37073OpenAlexW3134956861MaRDI QIDQ3388665

Melinda Hodkiewicz, Thomas Jüngling, Michael Small, Braden Thorne

Publication date: 6 May 2021

Published in: Chaos: An Interdisciplinary Journal of Nonlinear Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1063/5.0039193

Mathematics Subject Classification ID

Time series analysis of dynamical systems (37M10)

Cites Work

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• Reservoir computing approaches to recurrent neural network training
• Echo state networks are universal
• Anticipating synchronization in a chain of chaotic oscillators with switching parameters
• Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations

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