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对人类内侧颞叶的多变量模式分析揭示了具有表征分类的皮层和不具有表征特异性的海马体。

Multivariate pattern analysis of the human medial temporal lobe revealed representationally categorical cortex and representationally agnostic hippocampus.

作者信息

Huffman Derek J, Stark Craig E L

机构信息

Department of Neurobiology and Behavior, Center for the Neurobiology of Learning and Memory, University of California, Irvine, California.

出版信息

Hippocampus. 2014 Nov;24(11):1394-403. doi: 10.1002/hipo.22321. Epub 2014 Jul 4.

Abstract

Contemporary theories of the medial temporal lobe (MTL) suggest that there are functional differences between the MTL cortex and the hippocampus. High-resolution functional magnetic resonance imaging and multivariate pattern analysis were utilized to study whether MTL subregions could classify categories of images, with the hypothesis that the hippocampus would be less representationally categorical than the MTL cortex. Results revealed significant classification accuracy for faces versus objects and faces versus scenes in MTL cortical regions-parahippocampal cortex (PHC) and perirhinal cortex (PRC)-with little evidence for category discrimination in the hippocampus. MTL cortical regions showed significantly greater classification accuracy than the hippocampus. The hippocampus showed significant classification accuracy for images compared to a nonmnemonic baseline task, suggesting that it responded to the images. Classification accuracy in a region of interest encompassing retrosplenial cortex (RSC) and the posterior cingulate cortex (PCC) posterior to RSC, showed a similar pattern of results to PHC, supporting the hypothesis that these regions are functionally related. The results suggest that PHC, PRC, and RSC/PCC are representationally categorical and the hippocampus is more representationally agnostic, which is concordant with the hypothesis of the role of the hippocampus in pattern separation.

摘要

当代内侧颞叶(MTL)理论表明,MTL皮质和海马体之间存在功能差异。利用高分辨率功能磁共振成像和多变量模式分析来研究MTL亚区域是否能够对图像类别进行分类,假设海马体在表征上比MTL皮质的类别性更低。结果显示,在MTL皮质区域——海马旁皮质(PHC)和内嗅皮质(PRC)——中,面部与物体以及面部与场景之间存在显著的分类准确率,而在海马体中几乎没有类别区分的证据。MTL皮质区域的分类准确率显著高于海马体。与非记忆基线任务相比,海马体对图像显示出显著的分类准确率,表明它对图像有反应。在一个包含压后皮质(RSC)和RSC后方的后扣带回皮质(PCC)的感兴趣区域中的分类准确率,显示出与PHC相似的结果模式,支持了这些区域在功能上相关的假设。结果表明,PHC、PRC和RSC/PCC在表征上具有类别性,而海马体在表征上更不具有类别特异性,这与海马体在模式分离中的作用假设一致。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4493/4197092/646dec1622f7/nihms623578f1.jpg

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