The accurate perception/production of durations in the seconds and minutes
range is important in a number of everyday activities, but the lack of dire
ct experimental evidence on the neural circuits that could be involved has
precluded the detailed elucidation of the underlying physiological mechanis
ms. We show, using a basic biophysical model of a timekeeping system and ex
perimental data on time intervals produced or estimated under different con
ditions, that experimental values, variability, and distributions can be qu
antitatively explained in terms of a background synaptic activity such as t
hat generated by attention. The model provides a plausible neural substrate
for encoding time intervals, and the findings suggest how it may interplay
at the single neuron level with the attentional system, to elaborate a sub
jective representation of the elapsing time.