Natural image and receptive field statistics predict saccade sizes.

Abstract:

:Humans and other primates sample the visual environment using saccadic eye movements that shift a high-resolution fovea toward regions of interest to create a clear perception of a scene across fixations. Many mammals, however, like mice, lack a fovea, which raises the question of why they make saccades. Here we describe and test the hypothesis that saccades are matched to natural scene statistics and to the receptive field sizes and adaptive properties of neural populations. Specifically, we determined the minimum amplitude of saccades in natural scenes necessary to provide uncorrelated inputs to model neural populations. This analysis predicts the distributions of observed saccade sizes during passive viewing for nonhuman primates, cats, and mice. Furthermore, disrupting the development of receptive field properties by monocular deprivation changed saccade sizes consistent with this hypothesis. Therefore, natural-scene statistics and the neural representation of natural images appear to be critical factors guiding saccadic eye movements.

journal_name

Nat Neurosci

journal_title

Nature neuroscience

authors

Samonds JM,Geisler WS,Priebe NJ

doi

10.1038/s41593-018-0255-5

subject

Has Abstract

pub_date

2018-11-01 00:00:00

pages

1591-1599

issue

11

eissn

1097-6256

issn

1546-1726

pii

10.1038/s41593-018-0255-5

journal_volume

21

pub_type

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