Visual Statistical Learning of Naturalistic Textures

被引:2
作者
Cheng, Siyuan [1 ]
Ai, Hailin [1 ]
Ge, Yiran [1 ]
Luo, Yuanyi [1 ]
Chen, Nihong [1 ,2 ,3 ]
机构
[1] Tsinghua Univ, Sch Social Sci, Dept Psychol, Beijing, Peoples R China
[2] Tsinghua Univ, IDG McGovern Inst Brain Res, Beijing, Peoples R China
[3] Tsinghua Univ, Sch Social Sci, Dept Psychol, Room 506,Weiqing Bldg, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
naturalistic texture; statistical learning; visual plasticity; psychophysics; CONTOUR INTEGRATION; IMAGE STATISTICS; PERCEPTION; DISCRIMINATION; CORTEX; SELECTIVITY; FEEDBACK; MODELS; AREA; V4;
D O I
10.1037/xhp0001152
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
The visual system continuously adapts to the statistical properties of the environment. In this study, we demonstrated that training significantly enhanced subjects' perceptual sensitivity to co-occurrence statistics in naturalistic textures. The learning effect was specific to the statistical component and spatial location. By examining the time course of learning, we found that learning was accelerated at an untrained location. Our findings establish a link between statistical learning and visual perception, indicating multistage plasticity beyond V1 in the visual hierarchy.
引用
收藏
页码:1579 / 1590
页数:12
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