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Impact of coupling topology upon noise robustness of small optical reservoirs

In this work, we perform the numerical investigation of the performance of the small optical reservoir computing (RC) systems with four neurons using the commercial software for optical fiber communication system. The small optical RC system consists of the components of the optical fiber communicat...

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Detalles Bibliográficos
Autores principales: Cheng, Tian-You, Liu, Ching-Chuan, Jhou, Da-Ya, Chen, Chii-Chang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7445167/
https://www.ncbi.nlm.nih.gov/pubmed/32839505
http://dx.doi.org/10.1038/s41598-020-70775-8