Temporal dynamics of visual category representation in the macaque inferior temporal cortex

被引:26
作者
Dehaqani, Mohammad-Reza A. [1 ,2 ]
Vahabie, Abdol-Hossein [1 ,2 ]
Kiani, Roozbeh [1 ,3 ]
Ahmadabadi, Majid Nili [1 ,4 ]
Araabi, Babak Nadjar [1 ,4 ]
Esteky, Hossein [1 ,2 ]
机构
[1] Inst Res Fundamental Sci, Sch Cognit Sci, POB 19395-5746, Tehran, Iran
[2] Shahid Beheshti Univ Med Sci, Res Ctr Brain & Cognit Sci, Tehran, Iran
[3] NYU, Ctr Neural Sci, New York, NY 10003 USA
[4] Univ Tehran, Coll Engn, Sch Elect & Comp Engn, Cognit Syst Lab,Control & Intelligent Proc Ctr Ex, Tehran, Iran
关键词
category representation; hierarchical abstraction; inferior temporal cortex; object recognition; temporal dynamics; INFEROTEMPORAL CORTEX; BASIC LEVEL; HIERARCHICAL-MODELS; OBJECT RECOGNITION; NEURAL RESPONSES; TIME-COURSE; NEURONS; SPEED; CATEGORIZATION; INFORMATION;
D O I
10.1152/jn.00018.2016
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Object categories are recognized at multiple levels of hierarchical abstractions. Psychophysical studies have shown a more rapid perceptual access to the mid-level category information (e.g., human faces) than the higher (superordinate; e.g., animal) or the lower (subordinate; e.g., face identity) level. Mid-level category members share many features, whereas few features are shared among members of different mid-level categories. To understand better the neural basis of expedited access to mid-level category information, we examined neural responses of the inferior temporal (IT) cortex of macaque monkeys viewing a large number of object images. We found an earlier representation of mid-level categories in the IT population and single-unit responses compared with superordinate- and subordinate-level categories. The short-latency representation of mid-level category information shows that visual cortex first divides the category shape space at its sharpest boundaries, defined by high/low within/between-group similarity. This short-latency, mid-level category boundary map may be a prerequisite for representation of other categories at more global and finer scales.
引用
收藏
页码:587 / 601
页数:15
相关论文
共 57 条
[1]   Effects of Familiarity on Neural Activity in Monkey Inferior Temporal Lobe [J].
Anderson, Britt ;
Mruczek, Ryan E. B. ;
Kawasaki, Keisuke ;
Sheinberg, David .
CEREBRAL CORTEX, 2008, 18 (11) :2540-2552
[2]  
[Anonymous], 1989, SIGNAL DETECTION THE
[3]  
[Anonymous], 2008, Testing Statistical Hypotheses
[4]  
[Anonymous], 1985, Matrix Analysis
[5]  
[Anonymous], 1993, INTRO BOOTSTRAP
[6]   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
[7]   Shape Similarity, Better than Semantic Membership, Accounts for the Structure of Visual Object Representations in a Population of Monkey Inferotemporal Neurons [J].
Baldassi, Carlo ;
Alemi-Neissi, Alireza ;
Pagan, Marino ;
DiCarlo, James J. ;
Zecchina, Riccardo ;
Zoccolan, Davide .
PLOS COMPUTATIONAL BIOLOGY, 2013, 9 (08)
[8]   VISUAL PROPERTIES OF NEURONS IN A POLYSENSORY AREA IN SUPERIOR TEMPORAL SULCUS OF THE MACAQUE [J].
BRUCE, C ;
DESIMONE, R ;
GROSS, CG .
JOURNAL OF NEUROPHYSIOLOGY, 1981, 46 (02) :369-384
[9]   Representational dynamics of object vision: The first 1000 ms [J].
Carlson, Thomas ;
Tovar, David A. ;
Alink, Arjen ;
Kriegeskorte, Nikolaus .
JOURNAL OF VISION, 2013, 13 (10)
[10]   Attribute-based neural substrates in temporal cortex for perceiving and knowing about objects [J].
Chao, LL ;
Haxby, JV ;
Martin, A .
NATURE NEUROSCIENCE, 1999, 2 (10) :913-919