Journal article icon

Journal article

A computational exploration of complementary learning mechanisms in the primate ventral visual pathway

Abstract:

In order to develop transformation invariant representations of objects, the visual system must make use of constraints placed upon object transformation by the environment. For example, objects transform continuously from one point to another in both space and time. These two constraints have been exploited separately in order to develop translation and view invariance in a hierarchical multilayer model of the primate ventral visual pathway in the form of continuous transformation learning a...

Expand abstract
Publication status:
Published
Peer review status:
Peer reviewed
Version:
Publisher's version

Actions


Access Document


Files:
Publisher copy:
10.1016/j.visres.2015.12.008

Authors


More by this author
Institution:
University of Oxford
Department:
Oxford, MSD, Experimental Psychology
More by this author
Institution:
University of Oxford
Department:
Oxford, MSD, Experimental Psychology
More by this author
Institution:
University of Oxford
Department:
Oxford, MSD, Experimental Psychology
Publisher:
Elsevier Publisher's website
Journal:
Vision Research Journal website
Volume:
119
Pages:
16-28
Publication date:
2016
DOI:
ISSN:
0042-6989
URN:
uuid:cd4757c5-04b4-4d4a-9dde-b3816028e1f8
Source identifiers:
596756
Local pid:
pubs:596756

Terms of use


Metrics



If you are the owner of this record, you can report an update to it here: Report update to this record

TO TOP