Inhibitory loop robustly induces anticipated synchronization in neuronal microcircuits

TL;DR

This paper demonstrates that inhibitory loops in neuronal microcircuits can induce anticipated synchronization, where the slave neuron predicts the master, even under complex coupling and noise conditions.

Contribution

It reveals how inhibitory feedback can robustly produce anticipated synchronization in neuronal circuits, a novel insight into neural phase dynamics.

Findings

Anticipated synchronization occurs with inhibitory feedback in unidirectional coupling.

The AS regime persists despite unbalanced bidirectional excitatory coupling.

In symmetric mutual coupling, the neuron with inhibitory feedback leads in phase.

Abstract

We investigate the synchronization properties between two excitatory coupled neurons in the presence of an inhibitory loop mediated by an interneuron. Dynamical inhibition together with noise independently applied to each neuron provide phase diversity in the dynamics of the neuronal motif. We show that the interplay between the coupling strengths and external noise controls the phase relations between the neurons in a counter-intuitive way. For a master-slave configuration (unidirectional coupling) we find that the slave can anticipate the master, on average, if the slave is subject to the inhibitory feedback. In this non-usual regime, called anticipated synchronization (AS), the phase of the post-synaptic neuron is advanced with respect to that of the pre-synaptic neuron. We also show that the AS regime survives even in the presence of unbalanced bidirectional excitatory coupling. Moreover, for the symmetric mutually coupled situation, the neuron that is subject to the inhibitory loop leads in phase.