3 papers
nlin.CD2019
Phase description of chaotic oscillators
Takashi Imai, Hiromichi Suetani, Toshio Aoyagi
This paper presents a phase description of chaotic dynamics for the study of chaotic phase synchronization. A prominent feature of the proposed description is that it systematicall…
nlin.CD2005
Detecting Generalized Synchronization of Chaotic Dynamical Systems: A Kernel-based Method and Choice of Its Parameter
Hiromichi Suetani, Yukito Iba, Kazuyuki Aihara
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 c…
nlin.CD2005
Detecting Generalized Synchronization Between Chaotic Signals: A Kernel-based Approach
Hiromichi Suetani, Yukito Iba, Kazuyuki Aihara
A unified framework for analyzing generalized synchronization in coupled chaotic systems from data is proposed. The key of the proposed approach is the use of the kernel methods re…