Dynamic Norm-based Encoding for Unfamiliar Shapes in Human Visual Cortex

作者: Sven Panis , Johan Wagemans , Hans P. Op de Beeck

DOI: 10.1162/JOCN.2010.21559

关键词:

摘要: Previous studies have argued that faces and other objects are encoded in terms of their deviation from a class prototype or norm. This prototype is associated with a smaller neural population response compared with nonprototype objects. However, it is still unclear (1) whether a norm-based representation can emerge for unfamiliar or novel object classes through visual experience at the time scale of an experiment and (2) whether the results from previous studies are caused by the prototypicality of a stimulus, by the physical properties of individual stimuli independent from the stimulus distribution, and/or by the trial-to-trial adaptation. Here we show with a combined behavioral and event-related fMRI study in humans that a short amount of visual experience with exemplars from novel object classes determines which stimulus is represented as the norm. Prototypicality effects were observed at the behavioral level by behavioral asymmetries during a stimulus comparison task. The fMRI data revealed that class exemplars closest to the prototypes—the perceived average of each class—were associated with a smaller response in the anterior part of the visual object-selective cortex compared with other class exemplars. By dissociating between the physical characteristics and the prototypicality status of the stimuli and by controlling for trial-to-trial adaptation, we can firmly conclude for the first time that high-level visual areas represent the identity of exemplars using a dynamic, norm-based encoding principle.

参考文章(64)
Harry Blum, Biological shape and visual science (part I) Journal of Theoretical Biology. ,vol. 38, pp. 205- 287 ,(1973) , 10.1016/0022-5193(73)90175-6
Nancy Kanwisher, Ewa Wojciulik, Visual attention: Insights from brain imaging Nature Reviews Neuroscience. ,vol. 1, pp. 91- 100 ,(2000) , 10.1038/35039043
Hans Op de Beeck, Johan Wagemans, Rufin Vogels, Inferotemporal neurons represent low-dimensional configurations of parameterized shapes. Nature Neuroscience. ,vol. 4, pp. 1244- 1252 ,(2001) , 10.1038/NN767
David A. Leopold, Alice J. O'Toole, Thomas Vetter, Volker Blanz, Prototype-referenced shape encoding revealed by high-level aftereffects Nature Neuroscience. ,vol. 4, pp. 89- 94 ,(2001) , 10.1038/82947
Satoru Suzuki, Patrick Cavanagh, A Shape-Contrast Effect for Briefly Presented Stimuli Journal of Experimental Psychology: Human Perception and Performance. ,vol. 24, pp. 1315- 1341 ,(1998) , 10.1037/0096-1523.24.5.1315
Robert M Nosofsky, Stimulus bias, asymmetric similarity, and classification Cognitive Psychology. ,vol. 23, pp. 94- 140 ,(1991) , 10.1016/0010-0285(91)90004-8
Kalanit Grill-Spector, Tammar Kushnir, Shimon Edelman, Galia Avidan, Yacov Itzchak, Rafael Malach, Differential Processing of Objects under Various Viewing Conditions in the Human Lateral Occipital Complex Neuron. ,vol. 24, pp. 187- 203 ,(1999) , 10.1016/S0896-6273(00)80832-6
Gillian Rhodes, Susan Brennan, Susan Carey, Identification and ratings of caricatures: implications for mental representations of faces. Cognitive Psychology. ,vol. 19, pp. 473- 497 ,(1987) , 10.1016/0010-0285(87)90016-8
Kalanit Grill-Spector, Semantic versus perceptual priming in fusiform cortex Trends in Cognitive Sciences. ,vol. 5, pp. 227- 228 ,(2001) , 10.1016/S1364-6613(00)01665-X