A hierarchical model of binocular rivalry

被引:99
作者
Dayan, P [1 ]
机构
[1] MIT, Dept Brain & Cognit Sci, Cambridge, MA 02139 USA
关键词
D O I
10.1162/089976698300017377
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Binocular rivalry is the alternating percept that can result when the two eyes see different scenes. Recent psychophysical evidence supports the notion that some aspects of binocular rivalry bear functional similarities to other bistable percepts. We build a model based on the hypothesis (Logothetis & Schall, 1989; Leopold & Logothetis, 1996; Logothetis, Leopold, & Sheinberg, 1996) that alternation can be generated by competition between top-down cortical explanations for the inputs, rather than by direct competition between the inputs. Recent neurophysiological evidence shows that some binocular neurons are modulated with the changing percept; others are not, even if they are selective between the stimuli presented to the eyes. We extend our model to a hierarchy to address these effects.
引用
收藏
页码:1119 / 1135
页数:17
相关论文
共 45 条
[1]  
[Anonymous], ARTIFICIAL NEURAL NE
[2]   RANDOM SWITCHING AND OPTIMAL PROCESSING IN THE PERCEPTION OF AMBIGUOUS SIGNALS [J].
BIALEK, W ;
DEWEESE, M .
PHYSICAL REVIEW LETTERS, 1995, 74 (15) :3077-3080
[3]   WHAT IS SUPPRESSED DURING BINOCULAR-RIVALRY [J].
BLAKE, R ;
WESTENDORF, DH ;
OVERTON, R .
PERCEPTION, 1980, 9 (02) :223-231
[4]   A NEURAL THEORY OF BINOCULAR-RIVALRY [J].
BLAKE, R .
PSYCHOLOGICAL REVIEW, 1989, 96 (01) :145-167
[5]   BINOCULAR RIVALRY SUPPRESSION - INSENSITIVE TO SPATIAL FREQUENCY AND ORIENTATION CHANGE [J].
BLAKE, R ;
FOX, R .
VISION RESEARCH, 1974, 14 (08) :687-692
[6]   THRESHOLD CONDITIONS FOR BINOCULAR-RIVALRY [J].
BLAKE, R .
JOURNAL OF EXPERIMENTAL PSYCHOLOGY-HUMAN PERCEPTION AND PERFORMANCE, 1977, 3 (02) :251-257
[7]   SUMMATION AND DIVISION BY NEURONS IN PRIMATE VISUAL-CORTEX [J].
CARANDINI, M ;
HEEGER, DJ .
SCIENCE, 1994, 264 (5163) :1333-1336
[8]   A MASSIVELY PARALLEL ARCHITECTURE FOR A SELF-ORGANIZING NEURAL PATTERN-RECOGNITION MACHINE [J].
CARPENTER, GA ;
GROSSBERG, S .
COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1987, 37 (01) :54-115
[9]   THE HELMHOLTZ MACHINE [J].
DAYAN, P ;
HINTON, GE ;
NEAL, RM ;
ZEMEL, RS .
NEURAL COMPUTATION, 1995, 7 (05) :889-904
[10]   Varieties of Helmholtz machine [J].
Dayan, P ;
Hinton, GE .
NEURAL NETWORKS, 1996, 9 (08) :1385-1403