Experimental implementation of a neural network optical channel equalizer in restricted hardware using pruning and quantization

The deployment of artificial neural networks-based optical channel equalizers on edge-computing devices is critically important for the next generation of optical communication systems. However, this is still a highly challenging problem, mainly due to the computational complexity of the artificial...

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Detalles Bibliográficos
Autores principales: Ron, Diego Argüello, Freire, Pedro J., Prilepsky, Jaroslaw E., Kamalian-Kopae, Morteza, Napoli, Antonio, Turitsyn, Sergei K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9130141/
https://www.ncbi.nlm.nih.gov/pubmed/35610254
http://dx.doi.org/10.1038/s41598-022-12563-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9130141/
https://www.ncbi.nlm.nih.gov/pubmed/35610254
http://dx.doi.org/10.1038/s41598-022-12563-0

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