Global oscillation regime change by gated inhibition

The role of sensory inputs in the modelling of synchrony regimes is exhibited by means of networks of spiking cells where the relative strength of the inhibitory interaction is controlled by the activation of a linear unit working as a gating variable. Adaptation to stimulus size is determined by the value of a changing length scale, modelled by the time-varying radius of a circular receptive field. In this set-up, ‘consolidation’ time intervals relevant to attentional effects are shown to depend on the dynamics governing the evolution of the introduced length scale.