Does learned shape selectivity in inferior temporal cortex automatically generalize across retinal position?

被引:21
作者
Cox, David D.
DiCarlo, James J. [1 ]
机构
[1] MIT, McGovern Inst Brain Res, Cambridge, MA 02139 USA
基金
美国国家卫生研究院;
关键词
cortex : extrastriate; inferotemporal cortex; object recognition; macaque; learning and memory;
D O I
10.1523/JNEUROSCI.2142-08.2008
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Biological visual systems have the remarkable ability to recognize objects despite confounding factors such as object position, size, pose, and lighting. In primates, this ability likely results from neuronal responses at the highest stage of the ventral visual stream [inferior temporal cortex (IT)] that signal object identity while tolerating these factors. However, for even the apparently simplest IT tolerance ("invariance"), tolerance to object position on the retina, little is known about how this feat is achieved. One possibility is that IT position tolerance is innate in that discriminatory power for newly learned objects automatically generalizes across position. Alternatively, visual experience plays a role in developing position tolerance. To test these ideas, we trained adult monkeys in a difficult object discrimination task in which their visual experience with novel objects was restricted to a single retinal position. After training, we recorded the spiking activity of an unbiased population of IT neurons and found that it contained significantly greater selectivity among the newly learned objects at the experienced position compared with a carefully matched, non-experienced position. Interleaved testing with other objects shows that this difference cannot be attributed to a bias in spatial attention or neuronal sampling. We conclude from these results that, at least under some conditions, full transfer of IT neuronal selectivity across retinal position is not automatic. This finding raises the possibility that visual experience plays a role in building neuronal tolerance in the ventral visual stream and the recognition abilities it supports.
引用
收藏
页码:10045 / 10055
页数:11
相关论文
共 66 条
[1]   Impact of learning on representation of parts and wholes in monkey inferotemporal cortex [J].
Baker, CI ;
Behrmann, M ;
Olson, CR .
NATURE NEUROSCIENCE, 2002, 5 (11) :1210-1216
[2]   Localizing the cortical region mediating visual awareness of object identity [J].
Bar, M ;
Biederman, I .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1999, 96 (04) :1790-1793
[3]   Subliminal visual priming [J].
Bar, M ;
Biederman, I .
PSYCHOLOGICAL SCIENCE, 1998, 9 (06) :464-469
[4]  
BAYLIS GC, 1987, EXP BRAIN RES, V65, P614
[5]   EVIDENCE FOR COMPLETE TRANSLATIONAL AND REFLECTIONAL INVARIANCE IN VISUAL OBJECT PRIMING [J].
BIEDERMAN, I ;
COOPER, EE .
PERCEPTION, 1991, 20 (05) :585-593
[6]   'Breaking' position-invariant object recognition [J].
Cox, DD ;
Meier, P ;
Oertelt, N ;
DiCarlo, JJ .
NATURE NEUROSCIENCE, 2005, 8 (09) :1145-1147
[7]   Learning to see: experience and attention in primary visual cortex [J].
Crist, RE ;
Li, W ;
Gilbert, CD .
NATURE NEUROSCIENCE, 2001, 4 (05) :519-525
[8]   Spike timing-dependent plasticity: From synapse to perception [J].
Dan, Yang ;
Poo, Mu-Ming .
PHYSIOLOGICAL REVIEWS, 2006, 86 (03) :1033-1048
[9]  
DESIMONE R, 1984, J NEUROSCI, V4, P2051
[10]   Untangling invariant object recognition [J].
DiCarlo, James J. ;
Cox, David D. .
TRENDS IN COGNITIVE SCIENCES, 2007, 11 (08) :333-341