Early in life, visual experience appears to influence the refinement
and maintenance of the orientation-selective responses of neurons in
the primary visual cortex. After eye opening, the statistical structure
of visually driven neural responses depends not only on the stimulus,
but also on how the stimulus is scanned during behavior. Modulations of
neural activity due to behavior may thus play a role in the
experience-dependent refinement of cell response characteristics. To
investigate the possible influences of eye movements on the maturation
of thalamocortical connectivity, we have simulated the responses of
neuronal populations in the lateral geniculate nucleus (LGN) and V1 of
the cat while images of natural scenes were scanned in a way that
replicated the cat's oculomotor activity. In the model, fixational
eye movements were essential to attenuate neural sensitivity to the
broad correlational structure of natural visual input, decorrelate
neural responses, and establish a regime of neural activity that was
compatible with a Hebbian segregation of geniculate afferents to the
cortex. We show that this result is highly robust and does not depend
on the precise characteristics of the model.