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Approach to Predictability via Anticipated Synchronization

Ciszak,M.;Gutierrez,J.M.;Cofiño,A.S.;Mirasso,C.;Toral,R.;Pesquera,L.;Ortìn,S.;
Physical Review E 72, 046218 (1-8) (2005)

Predictability of chaotic systems is limited, besides the precision of the knowledge of the initial conditions, by the error of the models used to extract the nonlinear dynamics from the time series. In this paper we analyze the predictions obtained from the anticipated synchronization scheme using a chain of slave neural network approximate replicas of the master system. We compare the maximum prediction horizons obtained with those attainable using standard prediction techniques.