An echo state network based on enhanced intersecting cortical model for discrete chaotic system prediction

IntroductionThe prediction of chaotic time series is a persistent problem in various scientific domains due to system characteristics such as sensitivity to initial conditions and nonlinear dynamics. Deep learning models, while effective, are associated with high computational costs and large data r...

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Bibliographic Details
Main Authors: Xubin Wang, Pei Ma, Jing Lian, Jizhao Liu, Yide Ma
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Physics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fphy.2025.1636357/full
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