Experimental implementation of a neural network optical channel equalizer in restricted hardware usi...
Experimental implementation of a neural network optical channel equalizer in restricted hardware using pruning and quantization
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Publisher
London: Nature Publishing Group UK
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English
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London: Nature Publishing Group UK
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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 neural networks (NNs) required for the efficient e...
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Experimental implementation of a neural network optical channel equalizer in restricted hardware using pruning and quantization
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TN_cdi_doaj_primary_oai_doaj_org_article_c88a61f0e1294dcba115f065bf58947b
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_c88a61f0e1294dcba115f065bf58947b
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ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-022-12563-0
