Large-Scale Color Biases in the Retinotopic Functional Architecture Are Region Specific and Shared across Human Brains.

IF 4 2区 医学 Q1 NEUROSCIENCES
Michael M Bannert, Andreas Bartels
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Abstract

Despite the functional specialization in visual cortex, there is growing evidence that the processing of chromatic and spatial visual features is intertwined. While past studies focused on visual field biases in retina and behavior, large-scale dependencies between coding of color and retinotopic space are largely unexplored in the cortex. Using a sample of male and female volunteers, we asked whether spatial color biases are shared across different human observers and whether they are idiosyncratic for distinct areas. We tested this by predicting the color a person was seeing using a linear classifier that has never been trained on chromatic responses from that same brain, solely by taking into account: (1) the chromatic responses in other individuals' brains and (2) commonalities between the spatial coding in brains used for training and the test brain. We were able to predict the color (and luminance) of stimuli seen by an observer based on other subjects' activity patterns in areas V1-V3, hV4, and LO1. In addition, we found that different colors elicited systematic, large-scale retinotopic biases that were idiosyncratic for distinct areas and common across brains. The area-specific spatial color codes and their conservation across individuals suggest functional or evolutionary organization pressures that remain to be elucidated.

视网膜功能结构中的大规模颜色偏差是区域特异性的,并且在人类大脑中是共享的。
尽管视觉皮层的功能专门化,但越来越多的证据表明,色彩和空间视觉特征的处理是相互交织的。虽然过去的研究主要集中在视网膜和行为的视野偏差,但在皮层中,颜色编码和视网膜位置空间之间的大规模依赖关系在很大程度上尚未被探索。使用男性和女性志愿者的样本,我们询问空间颜色偏差是否在不同的人类观察者之间共享,以及它们是否在不同的区域具有特质。我们通过使用线性分类器来预测一个人看到的颜色来测试这一点,该分类器从未接受过来自同一大脑的颜色反应训练,仅通过考虑:(1)其他个体大脑中的颜色反应和(2)用于训练的大脑和测试大脑中的空间编码之间的共性。我们能够根据其他受试者在V1-V3、hV4和LO1区域的活动模式,预测观察者看到的刺激的颜色(和亮度)。此外,我们发现不同的颜色会引起系统性的、大规模的视网膜定位偏差,这种偏差在不同的区域是特有的,在大脑中是普遍的。区域特定的空间颜色编码及其在个体之间的保存表明功能或进化组织压力仍有待阐明。一个给定的颜色是否会在两个不同的观察者身上引起可比较的神经活动?颜色会引起特定区域的反应模式吗?为了解决这些问题,我们只使用其他观察者大脑的颜色反应知识,根据他们的大脑活动来预测他们看到的颜色。通过估计大脑对消色差的反应方式的共性,空间刺激使我们能够在一个共同的反应空间中对不同的大脑反应进行视网膜定位。在这个没有任何颜色反应的空间中,我们可以解码观察者看到的个体颜色,并发现不同区域之间的空间颜色偏差。我们的结果证明了色度和视野表征之间的系统依赖关系,这些表征是特定区域的,并在观察者之间保存。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Neuroscience
Journal of Neuroscience 医学-神经科学
CiteScore
9.30
自引率
3.80%
发文量
1164
审稿时长
12 months
期刊介绍: JNeurosci (ISSN 0270-6474) is an official journal of the Society for Neuroscience. It is published weekly by the Society, fifty weeks a year, one volume a year. JNeurosci publishes papers on a broad range of topics of general interest to those working on the nervous system. Authors now have an Open Choice option for their published articles
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