Precise Self-tuning of Spiking Patterns in Coupled Neuronal Oscillators

In this work we discuss and analyze spiking patterns in a generic mathematical model of two coupled non-identical nonlinear oscillators supplied with a spike-timing dependent plasticity (STDP) mechanism. Spiking patterns in the system are shown to converge to a phase-locked state in a broad range of...

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Veröffentlicht in:	Mathematical modelling of natural phenomena 2012-01, Vol.7 (6), p.67-94
Hauptverfasser:	Tyukin, I.Y., Kazantsev, V.B.
Format:	Artikel
Sprache:	eng
Schlagworte:	37M20 37N25 92B25 92C20 adaptive control convergence Mathematical models neural oscillators nonlinear parametrization nonlinear phase oscillators Oscillators spike-timing dependent plasticity weak attractors
Online-Zugang:	Volltext
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