Reconstruction of ensembles of oscillators with nonlinear time-delay feedbacks

A method is presented for reconstructing ensembles of nonlinear oscillators coupled with each other by nonlinear time-delay feedbacks. The method allows one, using time series, to reconstruct nonlinear functions of all elements of the ensemble, as well as the architecture of couplings between oscillators and the parameters of all sigmoid coupling functions, including the time delay.