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Self-organising coordinate transformation with peaked and monotonic gain modulation in the primate dorsal visual pathway

Abstract:

We study a self-organising neural network model of how visual representations in the primate dorsal visual pathway are transformed from an eye-centred to head-centred frame of reference. The model has previously been shown to robustly develop head-centred output neurons with a standard trace learning rule, but only under limited conditions. Specifically it fails when incorporating visual input neurons with monotonic gain modulation by eye-position. Since eye-centred neurons with monotonic gai...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1371/journal.pone.0207961

Authors


More by this author
Institution:
University of Oxford
Division:
Medical Sciences Division
Department:
Experimental Psychology
Role:
Author
ORCID:
0000-0003-0401-009X
More by this author
Institution:
University of Oxford
Division:
Medical Sciences Division
Department:
Experimental Psychology
Role:
Author
More by this author
Institution:
University of Oxford
Division:
Medical Sciences Division
Department:
Experimental Psychology
Oxford college:
Pembroke College
Role:
Author
ORCID:
0000-0001-8904-8315
More by this author
Institution:
University of Oxford
Division:
Medical Sciences Division
Department:
Experimental Psychology
Role:
Author
More from this funder
Funding agency for:
Navarro, D
Grant:
Science Without Borders Program
Publisher:
Public Library of Science Publisher's website
Journal:
PLoS ONE Journal website
Volume:
13
Issue:
11
Article number:
e0207961
Publication date:
2018-11-29
Acceptance date:
2018-11-08
DOI:
EISSN:
1932-6203
Pmid:
30496225
Source identifiers:
948988
Language:
English
Pubs id:
pubs:948988
UUID:
uuid:27dbbbc9-3347-4594-aa1b-cdda4d314920
Local pid:
pubs:948988
Deposit date:
2018-12-04

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