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The visually guided development of facial representations in the primate ventral visual pathway: A computer modeling study

Abstract:

Experimental studies have shown that neurons at an intermediate stage of the primate ventral visual pathway, occipital face area, encode individual facial parts such as eyes and nose while neurons in the later stages, middle face patches, are selective to the full face by encoding the spatial relations between facial features. We have performed a computer modeling study to investigate how these cell firing properties may develop through unsupervised visually guided learning. A hierarchical ne...

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Publication status:
Published
Peer review status:
Peer reviewed
Version:
Accepted Manuscript

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Publisher copy:
10.1037/rev0000042

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Department:
Oxford, MSD, Experimental Psychology
More by this author
Department:
Oxford, MSD, Experimental Psychology
More by this author
Department:
Oxford, MSD, Experimental Psychology
Oxford Foundation for Theoretical Neuroscience and Artificial Intelligence More from this funder
Publisher:
American Psychological Association Publisher's website
Journal:
Psychological Review Journal website
Volume:
123
Issue:
6
Pages:
696-739
Publication date:
2016-11-01
Acceptance date:
2016-07-12
DOI:
EISSN:
1939-1471
ISSN:
0033-295X
Pubs id:
pubs:656009
URN:
uri:92f3b052-cfee-4ca8-86a4-087922b90a5f
UUID:
uuid:92f3b052-cfee-4ca8-86a4-087922b90a5f
Local pid:
pubs:656009

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