Synchronization learning of coupled chaotic maps

Details Synchronization learning of coupled chaotic maps Synchronization learning of coupled chaotic maps

2000-10-03

arxiv.org/abs/nlin/0010007v1

Eur. Phys. J. B 22, 223 (2001)

Nonlinear Sciences

Adaptation and Self-Organizing Systems

Scientific paper

10.1007/s100510170130

We study the dynamics of an ensemble of globally coupled chaotic logistic maps under the action of a learning algorithm aimed at driving the system from incoherent collective evolution to a state of spontaneous full synchronization. Numerical calculations reveal a sharp transition between regimes of unsuccessful and successful learning as the algorithm stiffness grows. In the regime of successful learning, an optimal value of the stiffness is found for which the learning time is minimal.

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