Journal article icon

Journal article

Learning transform invariant object recognition in the visual system with multiple stimuli present during training.

Abstract:

Over successive stages, the visual system develops neurons that respond with view, size and position invariance to objects or faces. A number of computational models have been developed to explain how transform-invariant cells could develop in the visual system. However, a major limitation of computer modelling studies to date has been that the visual stimuli are typically presented one at a time to the network during training. In this paper, we investigate how vision models may self-organize...

Expand abstract
Publication status:
Published

Actions


Access Document


Authors


More by this author
Institution:
University of Oxford
Division:
MSD
Department:
Experimental Psychology
Role:
Author
Journal:
Neural networks : the official journal of the International Neural Network Society
Volume:
21
Issue:
7
Pages:
888-903
Publication date:
2008-09-01
DOI:
EISSN:
1879-2782
ISSN:
0893-6080
Source identifiers:
19466
Language:
English
Keywords:
Pubs id:
pubs:19466
UUID:
uuid:1e3457cd-7649-4e58-b12f-620a502c611e
Local pid:
pubs:19466
Deposit date:
2012-12-19

Terms of use


Views and Downloads






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

TO TOP