Cargando…

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...

Descripción completa

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