Physical Review Letters · 2004 · 161 citations · 16 references
Natural SciencesBiophysicsNeuroscienceComplex SystemsDynamical SystemsSystems NeuroscienceChaos TheoryNeural Circuit DynamicsNeural OscillationsNeuronal DynamicsNonlinear DynamicsSpiking Neural NetworksBursting ActivityBursting DynamicsNeural Ensemble DynamicsNeuron DynamicsNeuronal Network DynamicsNeuronal OscillationsOscillatory DynamicsSpiking Activity
We study the effects of mutual and external chaotic phase synchronization in ensembles of bursting oscillators. These oscillators (used for modeling neuronal dynamics) are essentially multiple time scale systems. We show that a transition to mutual phase synchronization takes place on the bursting time scale of globally coupled oscillators, while on the spiking time scale, they behave asynchronously. We also demonstrate the effect of the onset of external chaotic phase synchronization of the bursting behavior in the studied ensemble by a periodic driving applied to one arbitrarily taken neuron. We also propose an explanation of the mechanism behind this effect. We infer that the demonstrated phenomenon can be used efficiently for controlling bursting activity in neural ensembles.
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The synchronization of chaotic systems
Stefano Boccaletti, Jürgen Kurths, Grigory V. Osipov et al. · Physics Reports · 2002 · 2.8K citations
Synchronous Bursts of Action Potentials in Ganglion Cells of the Developing Mammalian Retina
Markus Meister, Rachel Wong, D. A. Baylor et al. · Science · 1991 · 1.1K citations
Medicine, Neurobiology, Neuroscience +17