Chaos (Woodbury, N.Y.)
On the emergence of numerical instabilities in next generation reservoir computing.
Edmilson Roque Dos Santos, Erik Bollt
Published: 202510.1063/5.0278709
Abstract
Next Generation Reservoir Computing (NGRC) is a low-cost machine learning method for forecasting chaotic time series from data. Computational efficiency is crucial for scalable reservoir computing, requiring better strategies to reduce training cost.…
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