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Chaotic attractor reconstruction using small reservoirs—the influence of topology

Forecasting timeseries based upon measured data is needed in a wide range of applications and has been the subject of extensive research. A particularly challenging task is the forecasting of timeseries generated by chaotic dynamics. In recent years reservoir computing has been shown to be an effect...

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Hlavní autor: Lina Jaurigue
Médium: Artigo
Jazyk:Inglês
Vydáno: IOP Publishing 2024-01-01
Edice:Machine Learning: Science and Technology
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On-line přístup:https://doi.org/10.1088/2632-2153/ad6ee8
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