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Representations of Facial Identity Information in the Ventral Visual Stream Investigated with Multivoxel Pattern Analyses

机译:Multivoxel模式分析研究的面部视觉流中的面部身份信息表示

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摘要

The neural basis of face recognition has been investigated extensively. Using fMRI, several regions have been identified in the human ventral visual stream that seem to be involved in processing and identifying faces, but the nature of the face representations in these regions is not well known. In particular, multivoxel pattern analyses have revealed distributed maps within these regions, but did not reveal the organizing principles of these maps. Here we isolated different types of perceptual and conceptual face properties to determine which properties are mapped in which regions. A set of faces was created with systematic manipulations of featural and configural visual characteristics. In a second part of the study, personal and spatial context information was added to all faces except one. The perceptual properties of faces were represented in face regions and in other regions of interest such as early visual and object-selective cortex. Only representations in early visual cortex were correlated with pixel-based similarities between the stimuli. The representation of nonperceptual properties was less distributed. In particular, the spatial location associated with a face was only represented in the parahippocampal place area. These findings demonstrate a relatively distributed representation of perceptual and conceptual face properties that involves both face-selective/sensitive and non-face-selective cortical regions.
机译:人脸识别的神经基础已被广泛研究。使用fMRI,已经在人的腹侧视觉流中识别出了似乎与处理和识别面部有关的几个区域,但是这些区域中面部表示的性质并不为人所知。特别是,多体素模式分析已经揭示了这些区域内的分布图,但是没有揭示这些图的组织原理。在这里,我们隔离了不同类型的感知和概念面孔属性,以确定哪些属性映射在哪些区域。通过对特征和视觉特征的系统操纵,创建了一组面孔。在研究的第二部分,将个人和空间上下文信息添加到除一张脸之外的所有脸部。面部的感知特性在面部区域和其他感兴趣的区域(例如早期视觉和对象选择性皮质)中表示。仅早期视觉皮层中的表示与刺激之间基于像素的相似性相关。非感知属性的表示分布较少。特别地,与面部相关的空间位置仅在海马旁放置区域中表示。这些发现证明了感知性和概念性面部特性的相对分散表示,涉及面部选择性/敏感和非面部选择性皮质区域。

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