Leaky echo state network based on methane topology applied to time series prediction

In this paper, a proposed echo state network (ESN) model called F‐ESN is based on methane topology. Due to the neurons in the reservoir of the ESN model being random and sparsely connected, the stability of the system structure could be better, and the prediction accuracy could be higher. To solve t...

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Veröffentlicht in:	IET control theory & applications 2024-11, Vol.18 (16), p.2108-2115
Hauptverfasser:	Gong, Yuanpeng, Lun, Shuxian, Li, Ming, Yin, Hang
Format:	Artikel
Sprache:	eng
Schlagworte:	fuzzy control nonlinear control systems time series
Online-Zugang:	Volltext
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