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本文引用的文献

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Face-likeness and image variability drive responses in human face-selective ventral regions.面部相似性和图像变异性驱动人类面部选择腹侧区域的反应。
Hum Brain Mapp. 2012 Oct;33(10):2334-49. doi: 10.1002/hbm.21367. Epub 2011 Aug 5.
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Unraveling the distributed neural code of facial identity through spatiotemporal pattern analysis.通过时空模式分析揭示面部身份的分布式神经编码。
Proc Natl Acad Sci U S A. 2011 Jun 14;108(24):9998-10003. doi: 10.1073/pnas.1102433108. Epub 2011 May 31.
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Real-world scene representations in high-level visual cortex: it's the spaces more than the places.高级视觉皮层中的真实场景表示:重要的是空间而不是地点。
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What's behind a face: person context coding in fusiform face area as revealed by multivoxel pattern analysis.面孔背后的信息:梭状回面孔区的多体素模式分析揭示的人物语境编码。
Cereb Cortex. 2011 Dec;21(12):2893-9. doi: 10.1093/cercor/bhr093. Epub 2011 May 12.
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Neural representations of personally familiar and unfamiliar faces in the anterior inferior temporal cortex of monkeys.猴子前颞下回中对熟悉和不熟悉人脸的神经表象。
PLoS One. 2011 Apr 15;6(4):e18913. doi: 10.1371/journal.pone.0018913.
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The role of the occipital face area in the cortical face perception network.枕面区在皮质面孔感知网络中的作用。
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Sparsely-distributed organization of face and limb activations in human ventral temporal cortex.人类腹侧颞叶皮层中稀疏分布的面部和肢体激活组织。
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Face-identity change activation outside the face system: "release from adaptation" may not always indicate neuronal selectivity.面部系统外的面孔身份变化激活:“适应释放”并不总是表明神经元的选择性。
Cereb Cortex. 2010 Sep;20(9):2027-42. doi: 10.1093/cercor/bhp272. Epub 2010 Jan 5.
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Reading the mind's eye: decoding category information during mental imagery.读心之眼:在心理意象期间解码类别信息。
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Distributed subordinate specificity for bodies, faces, and buildings in human ventral visual cortex.人类腹侧视觉皮层中对身体、面孔和建筑物的分布式从属特异性。
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利用多体素模式分析研究腹侧视觉流中的面部身份信息表示。

Representations of facial identity information in the ventral visual stream investigated with multivoxel pattern analyses.

机构信息

Laboratory of Biological Psychology, University of Leuven, 3000 Leuven, Belgium.

出版信息

J Neurosci. 2013 May 8;33(19):8549-58. doi: 10.1523/JNEUROSCI.1829-12.2013.

DOI:10.1523/JNEUROSCI.1829-12.2013
PMID:23658192
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6619647/
Abstract

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.

摘要

人脸识别的神经基础已得到广泛研究。使用 fMRI,已经在人类腹侧视觉流中确定了几个似乎参与处理和识别面孔的区域,但这些区域中的面孔表示的性质尚不清楚。特别是,多体素模式分析揭示了这些区域内的分布式图谱,但并未揭示这些图谱的组织原则。在这里,我们分离了不同类型的感知和概念性面孔属性,以确定哪些属性映射到哪些区域。通过对面孔的特征和结构视觉特征进行系统操纵,创建了一组面孔。在研究的第二部分中,除了一张面孔之外,所有面孔都添加了个人和空间上下文信息。面孔的感知属性在面孔区域和其他感兴趣的区域(如早期视觉和物体选择性皮质)中得到了表示。只有早期视觉皮质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。特别是,与面孔相关联的空间位置仅在海马旁回位置区域中得到表示。这些发现表明,感知和概念性面孔属性的相对分布式表示涉及到选择性/敏感的面孔区域和非面孔选择性的皮质区域。