Machine Learning Link Inference of Noisy Delay-Coupled Networks with Optoelectronic Experimental Tests

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 biolo...

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Bibliographic Details
Main Authors: Amitava Banerjee, Joseph D. Hart, Rajarshi Roy, Edward Ott
Format: article
Language:EN
Published: American Physical Society 2021
Subjects:
Online Access:https://doaj.org/article/0f450d9779a84d8e80673fbb0ccf9b06
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