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
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Authors
Bibliographic Details
- 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
Item Description
- Language:
- English
- Keywords:
- Pubs id:
-
pubs:5063
- UUID:
-
uuid:a0eb6043-6022-4ae7-91ff-5bbccfd3a290
- Local pid:
- pubs:5063
- Deposit date:
- 2012-12-19
Terms of use
- Copyright date:
- 2007
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