Unsmearing Visual Motion: Development of Long-Range Horizontal Intrinsic Connections
Abstract
Human VlSlon systems integrate information nonlocally, across long spatial ranges. For example, a moving stimulus appears smeared when viewed briefly (30 ms), yet sharp when viewed for a longer exposure (100 ms) (Burr, 1980). This suggests that visual systems combine information along a trajectory that matches the motion of the stimulus. Our self-organizing neural network model shows how developmental exposure to moving stimuli can direct the formation of horizontal trajectory-specific motion integration pathways that unsmear representations of moving stimuli. These results account for Burr's data and can potentially also model ot.her phenomena, such as visual inertia.
Cite
Text
Martin and Marshall. "Unsmearing Visual Motion: Development of Long-Range Horizontal Intrinsic Connections." Neural Information Processing Systems, 1992.Markdown
[Martin and Marshall. "Unsmearing Visual Motion: Development of Long-Range Horizontal Intrinsic Connections." Neural Information Processing Systems, 1992.](https://mlanthology.org/neurips/1992/martin1992neurips-unsmearing/)BibTeX
@inproceedings{martin1992neurips-unsmearing,
title = {{Unsmearing Visual Motion: Development of Long-Range Horizontal Intrinsic Connections}},
author = {Martin, Kevin E. and Marshall, Jonathan A.},
booktitle = {Neural Information Processing Systems},
year = {1992},
pages = {417-424},
url = {https://mlanthology.org/neurips/1992/martin1992neurips-unsmearing/}
}