---
abstract: "Human vision 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 other phenomena, such as visual inertia."
altloc:
- http://www.cs.unc.edu/Research/brainlab/PAPERS/smear9305.ps.gz
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creators_name:
- family: Martin
given: K.E.
honourific: ''
lineage: ''
- family: Marshall
given: J.A.
honourific: ''
lineage: ''
date: 1993
date_type: published
datestamp: 1998-04-28
department: ~
dir: disk0/00/00/04/41
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editors_id: []
editors_name:
- family: Hanson
given: S. J.
honourific: ''
lineage: ''
- family: Cown
given: J. D.
honourific: ''
lineage: ''
- family: Giles
given: G. L.
honourific: ''
lineage: ''
eprint_status: archive
eprintid: 441
fileinfo: /style/images/fileicons/application_postscript.png;/441/2/smear9305.ps
full_text_status: public
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lastmod: 2011-03-11 08:53:57
latitude: ~
longitude: ~
metadata_visibility: show
note: ~
number: ~
pagerange: 117-121
pubdom: FALSE
publication: Advances in Neural Information Processing Systems 5
publisher: 'San Mateo: CA: Morgan Kaufman'
refereed: FALSE
referencetext: ~
relation_type: []
relation_uri: []
reportno: ~
rev_number: 10
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status_changed: 2007-09-12 16:27:59
subjects:
- comp-sci-art-intel
- comp-sci-mach-learn
- comp-sci-mach-vis
- comp-sci-neural-nets
- comp-sci-stat-model
- percep-cog-psy
succeeds: ~
suggestions: ~
sword_depositor: ~
sword_slug: ~
thesistype: ~
title: 'Unsmearing visual motion: Development of long-range horizontal intrinsic connections'
type: bookchapter
userid: 106
volume: ~