The representational dynamics of visual objects in rapid serial visual processing streams

被引:49
|
作者
Grootswagers, Tijl [1 ,2 ,3 ]
Robinson, Amanda K. [1 ,2 ,3 ]
Carlson, Thomas A. [1 ,2 ]
机构
[1] Univ Sydney, Sch Psychol, Sydney, NSW 2006, Australia
[2] ARC Ctr Excellence Cognit & Its Disorders, N Ryde, NSW 2109, Australia
[3] Macquarie Univ, Dept Cognit Sci, N Ryde, NSW 2109, Australia
基金
澳大利亚研究理事会;
关键词
CATEGORY REPRESENTATIONS; LEVEL CATEGORIZATION; TEMPORAL CORTEX; TIME-COURSE; BRAIN; RECOGNITION; PATTERNS; ANIMACY; ORGANIZATION; POPULATION;
D O I
10.1016/j.neuroimage.2018.12.046
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
In our daily lives, we are bombarded with a stream of rapidly changing visual input. Humans have the remarkable capacity to detect and identify objects in fast-changing scenes. Yet, when studying brain representations, stimuli are generally presented in isolation. Here, we studied the dynamics of human vision using a combination of fast stimulus presentation rates, electroencephalography and multivariate decoding analyses. Using a presentation rate of 5 images per second, we obtained the representational structure of a large number of stimuli, and showed the emerging abstract categorical organisation of this structure. Furthermore, we could separate the temporal dynamics of perceptual processing from higher-level target selection effects. In a second experiment, we used the same paradigm at 20Hz to show that shorter image presentation limits the categorical abstraction of object representations. Our results show that applying multivariate pattern analysis to every image in rapid serial visual processing streams has unprecedented potential for studying the temporal dynamics of the structure of representations in the human visual system.
引用
收藏
页码:668 / 679
页数:12
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