Next generation reservoir computing

Reservoir computers are artificial neural networks that can be trained on small data sets, but require large random matrices and numerous metaparameters. The authors propose an improved reservoir computer that overcomes these limitations and shows advantageous performance for complex forecasting tas...

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Auteurs principaux: Daniel J. Gauthier, Erik Bollt, Aaron Griffith, Wendson A. S. Barbosa
Format: article
Langue:EN
Publié: Nature Portfolio 2021
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Accès en ligne:https://doaj.org/article/a188e94135aa40e8af0b78655f0dc46a
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