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大脑中颜色的类别编码。

Categorical encoding of color in the brain.

机构信息

School of Psychology and The Sussex Colour Group, University of Sussex, Falmer BN1 9QH, United Kingdom.

出版信息

Proc Natl Acad Sci U S A. 2014 Mar 25;111(12):4590-5. doi: 10.1073/pnas.1315275111. Epub 2014 Mar 3.

DOI:10.1073/pnas.1315275111
PMID:24591602
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3970503/
Abstract

The areas of the brain that encode color categorically have not yet been reliably identified. Here, we used functional MRI adaptation to identify neuronal populations that represent color categories irrespective of metric differences in color. Two colors were successively presented within a block of trials. The two colors were either from the same or different categories (e.g., "blue 1 and blue 2" or "blue 1 and green 1"), and the size of the hue difference was varied. Participants performed a target detection task unrelated to the difference in color. In the middle frontal gyrus of both hemispheres and to a lesser extent, the cerebellum, blood-oxygen level-dependent response was greater for colors from different categories relative to colors from the same category. Importantly, activation in these regions was not modulated by the size of the hue difference, suggesting that neurons in these regions represent color categorically, regardless of metric color difference. Representational similarity analyses, which investigated the similarity of the pattern of activity across local groups of voxels, identified other regions of the brain (including the visual cortex), which responded to metric but not categorical color differences. Therefore, categorical and metric hue differences appear to be coded in qualitatively different ways and in different brain regions. These findings have implications for the long-standing debate on the origin and nature of color categories, and also further our understanding of how color is processed by the brain.

摘要

大脑中用于对颜色进行分类编码的区域尚未被可靠地确定。在这里,我们使用功能磁共振成像适应来识别神经元群体,这些神经元群体无论颜色的度量差异如何,都能代表颜色类别。在一个试验块中连续呈现两种颜色。这两种颜色要么来自同一类别(例如,“蓝色 1 和蓝色 2”或“蓝色 1 和绿色 1”),要么来自不同类别(例如,“蓝色 1 和绿色 1”),并且色调差异的大小也不同。参与者执行与颜色差异无关的目标检测任务。在两个半球的额中回,以及程度较小的小脑,来自不同类别的颜色相对于来自同一类别的颜色会引起更大的血氧水平依赖反应。重要的是,这些区域的激活不受色调差异大小的调节,这表明这些区域的神经元无论颜色的度量差异如何,都能对颜色进行分类编码。对局部体素组活动模式相似性进行的表示相似性分析,确定了大脑的其他区域(包括视觉皮层),这些区域对度量但不对类别颜色差异有反应。因此,类别和度量色调差异似乎以不同的方式和不同的大脑区域进行编码。这些发现对关于颜色类别的起源和性质的长期争论具有重要意义,也进一步加深了我们对大脑如何处理颜色的理解。

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Bayesian Versus Orthodox Statistics: Which Side Are You On?贝叶斯统计与经典统计:你站在哪一边?
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