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A substrate-independent framework to characterize reservoir computers

The reservoir computing (RC) framework states that any nonlinear, input-driven dynamical system (the reservoir) exhibiting properties such as a fading memory and input separability can be trained to perform computational tasks. This broad inclusion of systems has led to many new physical substrates...

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Detalles Bibliográficos
Autores principales: Dale, Matthew, Miller, Julian F., Stepney, Susan, Trefzer, Martin A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society Publishing 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6598063/
https://www.ncbi.nlm.nih.gov/pubmed/31293353
http://dx.doi.org/10.1098/rspa.2018.0723

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