Anticipated Synchronization in a Biologically Plausible Model of Neuronal Motifs
arXiv:1109.2083 · doi:10.1103/PhysRevE.84.021922
Abstract
Two identical autonomous dynamical systems coupled in a master-slave configuration can exhibit anticipated synchronization (AS) if the slave also receives a delayed negative self-feedback. Recently, AS was shown to occur in systems of simplified neuron models, requiring the coupling of the neuronal membrane potential with its delayed value. However, this coupling has no obvious biological correlate. Here we propose a canonical neuronal microcircuit with standard chemical synapses, where the delayed inhibition is provided by an interneuron. In this biologically plausible scenario, a smooth transition from delayed synchronization (DS) to AS typically occurs when the inhibitory synaptic conductance is increased. The phenomenon is shown to be robust when model parameters are varied within physiological range. Since the DS-AS transition amounts to an inversion in the timing of the pre- and post-synaptic spikes, our results could have a bearing on spike-timing-dependent-plasticity models.
References in corpus (6)
- Anticipating the response of excitable systems driven by random forcing
- Anticipated synchronization in coupled chaotic maps with delays
- Anticipated synchronization in coupled inertia ratchets with time-delayed feedback: a numerical study
- Characterization of the anticipated synchronization regime in the coupled FitzHugh--Nagumo model for neurons
- Dynamical mechanism of anticipating synchronization in excitable systems
- Predict-prevent control method for perturbed excitable systems
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