- 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
- Files:
-
-
(pdf, 2.1mb)
-
- Publisher copy:
- 10.1016/j.visres.2015.12.008
-
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- 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
- Copyright holder:
- Spoerer et al.
- Copyright date:
- 2016
- Notes:
-
Copyright © 2016 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license
(http://creativecommons.org/licenses/by-nc-nd/4.0/).
Journal article
A computational exploration of complementary learning mechanisms in the primate ventral visual pathway
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