A high efficient next generation reservoir computing to predict and generate chaos with application for secure communication

Abstract In this work, a high efficient next generation reservoir computing (HENG‐RC) paradigm that adopts the principle of local states correlation and attention mechanism is proposed, which is able to process dynamical information generated by both the low dimensional and very large spatiotemporal...

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Bibliographic Details
Main Authors: Leisheng Jin, Zhuo Liu, Ai Guan, Zhen Wang, Rui Xue, Lijie Li
Format: Article
Language:English
Published: Wiley 2023-03-01
Series:IET Communications
Subjects:
Online Access:https://doi.org/10.1049/cmu2.12559