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A reservoir computing approach for forecasting and regenerating both dynamical and time-delay controlled financial system behavior

Significant research in reservoir computing over the past two decades has revived interest in recurrent neural networks. Owing to its ingrained capability of performing high-speed and low-cost computations this has become a panacea for multi-variate complex systems having non-linearity within their...

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Detalles Bibliográficos
Autores principales: Budhiraja, Rajat, Kumar, Manish, Das, Mrinal K., Bafila, Anil Singh, Singh, Sanjeev
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7880499/
https://www.ncbi.nlm.nih.gov/pubmed/33577571
http://dx.doi.org/10.1371/journal.pone.0246737