---
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
chapter: ~
commentary: ~
commref: ~
confdates: ~
conference: ~
confloc: ~
contact_email: ~
creators_id: []
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
edit_lock_since: ~
edit_lock_until: ~
edit_lock_user: ~
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
importid: ~
institution: ~
isbn: ~
ispublished: pub
issn: ~
item_issues_comment: []
item_issues_count: 0
item_issues_description: []
item_issues_id: []
item_issues_reported_by: []
item_issues_resolved_by: []
item_issues_status: []
item_issues_timestamp: []
item_issues_type: []
keywords: ~
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
series: ~
source: ~
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: ~
<script src="//archive-bar.soton.ac.uk/archive-bar.js"></script>