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Adaptive model selection in photonic reservoir computing by reinforcement learning

Photonic reservoir computing is an emergent technology toward beyond-Neumann computing. Although photonic reservoir computing provides superior performance in environments whose characteristics are coincident with the training datasets for the reservoir, the performance is significantly degraded if...

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Detalles Bibliográficos
Autores principales: Kanno, Kazutaka, Naruse, Makoto, Uchida, Atsushi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7308406/
https://www.ncbi.nlm.nih.gov/pubmed/32572093
http://dx.doi.org/10.1038/s41598-020-66441-8

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