Document Detail


Online learning and stimulus-driven responses of neurons in visual cortex.
MedLine Citation:
PMID:  22379497     Owner:  NLM     Status:  PubMed-not-MEDLINE    
Abstract/OtherAbstract:
In understanding how visual scene is processed in visual cortex, it has been an intriguing problem for theoretical and experimental neuroscientists to examine the relationship between visual stimuli and the induced responses of visual cortex. In particular, it is less explored whether and how the collective responses of visual neurons are patterned to reflect the geometrical regularities. In this paper, through a computation model and statistical analysis, we show that the orientation preference maps induced from correlated visual stimuli exhibit geometrical regularities similar as observed in natural images.
Authors:
Huajin Tang; Haizhou Li; Zhang Yi
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Publication Detail:
Type:  Journal Article     Date:  2010-12-01
Journal Detail:
Title:  Cognitive neurodynamics     Volume:  5     ISSN:  1871-4099     ISO Abbreviation:  Cogn Neurodyn     Publication Date:  2011 Mar 
Date Detail:
Created Date:  2012-03-01     Completed Date:  2012-08-23     Revised Date:  2013-05-29    
Medline Journal Info:
Nlm Unique ID:  101306907     Medline TA:  Cogn Neurodyn     Country:  Netherlands    
Other Details:
Languages:  eng     Pagination:  77-85     Citation Subset:  -    
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