Compressive spatial summation in human visual cortex

被引:199
作者
Kay, Kendrick N. [1 ]
Winawer, Jonathan [1 ]
Mezer, Aviv [1 ]
Wandell, Brian A. [1 ]
机构
[1] Stanford Univ, Dept Psychol, Stanford, CA 94305 USA
关键词
population receptive field; spatial nonlinearity; spatial summation; fMRI; human visual cortex; RECEPTIVE-FIELD SIZES; OBJECT RECOGNITION; RESPONSE NORMALIZATION; NEURONAL RESPONSES; FMRI; CONTRAST; MONKEY; AREAS; BOLD; V1;
D O I
10.1152/jn.00105.2013
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Neurons within a small (a few cubic millimeters) region of visual cortex respond to stimuli within a restricted region of the visual field. Previous studies have characterized the population response of such neurons using a model that sums contrast linearly across the visual field. In this study, we tested linear spatial summation of population responses using blood oxygenation level-dependent (BOLD) functional MRI. We measured BOLD responses to a systematic set of contrast patterns and discovered systematic deviation from linearity: the data are more accurately explained by a model in which a compressive static nonlinearity is applied after linear spatial summation. We found that the nonlinearity is present in early visual areas (e.g., V1, V2) and grows more pronounced in relatively anterior extrastriate areas (e.g., LO-2, VO-2). We then analyzed the effect of compressive spatial summation in terms of changes in the position and size of a viewed object. Compressive spatial summation is consistent with tolerance to changes in position and size, an important characteristic of object representation.
引用
收藏
页码:481 / 494
页数:14
相关论文
共 85 条
[1]   STRIATE CORTEX OF MONKEY AND CAT - CONTRAST RESPONSE FUNCTION [J].
ALBRECHT, DG ;
HAMILTON, DB .
JOURNAL OF NEUROPHYSIOLOGY, 1982, 48 (01) :217-237
[2]   Visual Field Maps, Population Receptive Field Sizes, and Visual Field Coverage in the Human MT plus Complex [J].
Amano, Kaoru ;
Wandell, Brian A. ;
Dumoulin, Serge O. .
JOURNAL OF NEUROPHYSIOLOGY, 2009, 102 (05) :2704-2718
[3]   Contrast sensitivity in human visual areas and its relationship to object recognition [J].
Avidan, G ;
Harel, M ;
Hendler, T ;
Ben-Bashat, D ;
Zohary, E ;
Malach, R .
JOURNAL OF NEUROPHYSIOLOGY, 2002, 87 (06) :3102-3116
[4]   Making the most of fMRI at 7 T by suppressing spontaneous signal fluctuations [J].
Bianciardi, Marta ;
van Gelderen, Peter ;
Duyn, Jeff H. ;
Fukunaga, Masaki ;
de Zwart, Jacco A. .
NEUROIMAGE, 2009, 44 (02) :448-454
[5]   Spikes, BOLD, Attention, and Awareness: A comparison of electrophysiological and fMRI signals in V1 [J].
Boynton, Geoffrey M. .
JOURNAL OF VISION, 2011, 11 (05)
[6]   Neuronal basis of contrast discrimination [J].
Boynton, GM ;
Demb, JB ;
Glover, GH ;
Heeger, DJ .
VISION RESEARCH, 1999, 39 (02) :257-269
[7]  
Boynton GM, 2003, J NEUROSCI, V23, P8781
[8]   The psychophysics toolbox [J].
Brainard, DH .
SPATIAL VISION, 1997, 10 (04) :433-436
[9]  
Britten KH, 1999, J NEUROSCI, V19, P5074
[10]   Modeling the hemodynamic response to brain activation [J].
Buxton, RB ;
Uludag, K ;
Dubowitz, DJ ;
Liu, TT .
NEUROIMAGE, 2004, 23 :S220-S233