GitHub - banerjeeamitava/Delay-Network-Inference: A code to use reservoir computing to infer networks links with time-delays from time-series data

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A code to use reservoir computing to infer networks links with time-delays from time-series data

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README.txt		README.txt
delay_network_inference.m		delay_network_inference.m

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This is the code to generate results published in the paper "Machine Learning Link Inference of Noisy Delay-Coupled Networks with Optoelectronic Experimental Tests", by Amitava Banerjee, Joseph D. Hart, Rajarshi Roy, and Edward Ott, Phys. Rev. X 11, 031014 – Published 20 July 2021, https://journals.aps.org/prx/abstract/10.1103/PhysRevX.11.031014

Contact Amitava Banerjee at [email protected] or [email protected] for questions or comments.

The code has two parts. The first part simulates a 4-node optoelectronic oscillator network with a specified network topology and a given set of parameter values in our paper and the second part infers the network with reservoir computing.