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.
CITATION STYLE
Suetani, H., Iba, Y., & Aihara, K. (2006). Detecting generalized synchronization of chaotic dynamical systems - A Kernel-based method and choice of its parameter. In Progress of Theoretical Physics Supplement (Vol. 161, pp. 340–343). https://doi.org/10.1143/PTPS.161.340
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