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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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Foilsithe in:Sci Rep
Main Authors: Kanno, Kazutaka, Naruse, Makoto, Uchida, Atsushi
Formáid: Artigo
Teanga:Inglês
Foilsithe: Nature Publishing Group UK 2020
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7308406/
https://ncbi.nlm.nih.gov/pubmed/32572093
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-66441-8
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