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Improving the prediction stability of reservoir computing by means of dynamic structural bias

Optimization of computational efficiency and improving predictive stability remain key challenges in reservoir computing (RC) research. Building on the principle of Poincaré recurrence theorem, we propose a dynamic structural bias RC algorithm, significantly improving the prediction stability. Our f...

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Bibliografische Detailangaben
Hauptverfasser: Jieyi Liu, Kaiwen Jiang, Jingfang Fan, Yong Zou
Format: Artigo
Sprache:Inglês
Veröffentlicht: American Physical Society 2026-05-01
Schriftenreihe:Physical Review Research
Online-Zugang:http://doi.org/10.1103/5nbr-bqxb
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