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A novel approach to minimal reservoir computing

Reservoir computers are powerful machine learning algorithms for predicting nonlinear systems. Unlike traditional feedforward neural networks, they work on small training data sets, operate with linear optimization, and therefore require minimal computational resources. However, the traditional rese...

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Detalles Bibliográficos
Autores principales: Ma, Haochun, Prosperino, Davide, Räth, Christoph
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10415382/
https://www.ncbi.nlm.nih.gov/pubmed/37563235
http://dx.doi.org/10.1038/s41598-023-39886-w