Machine Learning Link Inference of Noisy Delay-Coupled Networks with Optoelectronic Experimental Tes...
Machine Learning Link Inference of Noisy Delay-Coupled Networks with Optoelectronic Experimental Tests
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College Park: American Physical Society
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Language
English
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College Park: American Physical Society
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We devise a machine learning technique to solve the general problem of inferring network links that have time delays using only time series data of the network nodal states. This task has applications in many fields, e.g., from applied physics, data science, and engineering to neuroscience and biology. Our approach is to first train a type of machi...
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Machine Learning Link Inference of Noisy Delay-Coupled Networks with Optoelectronic Experimental Tests
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TN_cdi_doaj_primary_oai_doaj_org_article_0f450d9779a84d8e80673fbb0ccf9b06
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_0f450d9779a84d8e80673fbb0ccf9b06
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ISSN
2160-3308
E-ISSN
2160-3308
DOI
10.1103/PhysRevX.11.031014
