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Embedding Theory of Reservoir Computing and Reducing Reservoir Network Using Time Delays

Embedding Theory of Reservoir Computing and Reducing Reservoir Network Using Time Delays

Xing-Yue Duan
Xiong Ying
Siyang Leng
Jürgen Kurths
Wei Lin
Huanfei Ma
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Papers citing "Embedding Theory of Reservoir Computing and Reducing Reservoir Network Using Time Delays"

4 / 4 papers shown
Title
Modeling Nonlinear Oscillator Networks Using Physics-Informed Hybrid Reservoir Computing
Modeling Nonlinear Oscillator Networks Using Physics-Informed Hybrid Reservoir Computing
Andrew Shannon
Conor Houghton
David Barton
Martin Homer
59
0
0
07 Nov 2024
Next Generation Reservoir Computing
Next Generation Reservoir Computing
D. Gauthier
Erik Bollt
Aaron Griffith
W. A. S. Barbosa
71
409
0
14 Jun 2021
Echo State Networks trained by Tikhonov least squares are L2(μ) approximators of ergodic dynamical systems
Echo State Networks trained by Tikhonov least squares are L2(μ) approximators of ergodic dynamical systems
Allen G. Hart
J. Hook
Jonathan H.P Dawes
60
46
0
14 May 2020
Forecasting Chaotic Systems with Very Low Connectivity Reservoir Computers
Forecasting Chaotic Systems with Very Low Connectivity Reservoir Computers
Aaron Griffith
Andrew Pomerance
D. Gauthier
41
128
0
01 Oct 2019