Detecting Generalized Synchronization of Chaotic Dynamical Systems: A Kernel-based Method and Choice of Its Parameter

Details Detecting Generalized Synchronization of Chaotic Dynamical Systems: A Kernel-based Method and Choice of Its Parameter Detecting Generalized Synchronization of Chaotic Dynamical Systems: A Kernel-based Method and Choice of Its Parameter

2005-07-21

arxiv.org/abs/nlin/0507041v1

Nonlinear Sciences

Chaotic Dynamics

4 pages, 4 figures

Scientific paper

10.1143/PTPS.161.340

An approach based on the kernel methods for capturing the nonlinear
interdependence between two signals is introduced. It is demonstrated that the
proposed approach is useful for characterizing generalized synchronization with
a successful simple example. An attempt to choose an optimal kernel parameter
based on cross validation is also discussed.

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