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基于信息的枕颞和顶后视觉物体表征的双通道特征刻画。

An Information-Driven 2-Pathway Characterization of Occipitotemporal and Posterior Parietal Visual Object Representations.

机构信息

Vision Sciences Laboratory, Department of Psychology, Harvard University, Cambridge, MA, USA.

出版信息

Cereb Cortex. 2019 May 1;29(5):2034-2050. doi: 10.1093/cercor/bhy080.

Abstract

Recent studies have demonstrated the existence of rich visual representations in both occipitotemporal cortex (OTC) and posterior parietal cortex (PPC). Using fMRI decoding and a bottom-up data-driven approach, we showed that although robust object category representations exist in both OTC and PPC, there is an information-driven 2-pathway separation among these regions in the representational space, with occipitotemporal regions arranging hierarchically along 1 pathway and posterior parietal regions along another pathway. We obtained 10 independent replications of this 2-pathway distinction, accounting for 58-81% of the total variance of the region-wise differences in visual representation. The separation of the PPC regions from higher occipitotemporal regions was not driven by a difference in tolerance to changes in low-level visual features, did not rely on the presence of special object categories, and was present whether or not object category was task relevant. Our information-driven 2-pathway structure differs from the well-known ventral-what and dorsal-where/how characterization of posterior brain regions. Here both pathways contain rich nonspatial visual representations. The separation we see likely reflects a difference in neural coding scheme used by PPC to represent visual information compared with that of OTC.

摘要

最近的研究表明,在枕颞叶皮层(OTC)和顶后叶皮层(PPC)中都存在丰富的视觉表象。我们使用 fMRI 解码和自下而上的数据驱动方法,表明尽管在 OTC 和 PPC 中都存在强大的物体类别表示,但在这些区域的表示空间中存在信息驱动的 2 路径分离,其中枕颞叶区域沿 1 个路径按层次排列,而顶后叶区域沿另一个路径排列。我们获得了这种 2 路径区别的 10 个独立重复,占视觉表示的区域差异总方差的 58-81%。PPC 区域与更高的枕颞叶区域的分离不是由对低水平视觉特征变化的容忍度差异驱动的,不依赖于特殊物体类别的存在,并且无论物体类别是否与任务相关,都存在这种分离。我们的信息驱动的 2 路径结构与后脑区域著名的腹侧-什么和背侧-哪里/如何特征不同。这两条路径都包含丰富的非空间视觉表象。我们看到的分离可能反映了 PPC 与 OTC 相比,用于表示视觉信息的神经编码方案的差异。

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