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Journal article

Invariant object recognition with trace learning and multiple stimuli present during training.

Abstract:

Over successive stages, the ventral visual system develops neurons that respond with view, size and position invariance to objects including faces. A major challenge is to explain how invariant representations of individual objects could develop given visual input from environments containing multiple objects. Here we show that the neurons in a 1-layer competitive network learn to represent combinations of three objects simultaneously present during training if the number of objects in the tr...

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Publication status:
Published

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Publisher copy:
10.1080/09548980701556055

Authors


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Institution:
University of Oxford
Division:
MSD
Department:
Experimental Psychology
Role:
Author
Journal:
Network (Bristol, England)
Volume:
18
Issue:
2
Pages:
161-187
Publication date:
2007-06-01
DOI:
EISSN:
1361-6536
ISSN:
0954-898X
Source identifiers:
5063
Language:
English
Keywords:
Pubs id:
pubs:5063
UUID:
uuid:a0eb6043-6022-4ae7-91ff-5bbccfd3a290
Local pid:
pubs:5063
Deposit date:
2012-12-19

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