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显著性信号与早期视觉皮层活动之间的分离。

Dissociation between saliency signals and activity in early visual cortex.

作者信息

Betz Torsten, Wilming Niklas, Bogler Carsten, Haynes John-Dylan, König Peter

机构信息

Institute of Cognitive Science, University of Osnabrück, Osnabrück, Germany.

出版信息

J Vis. 2013 Dec 6;13(14):6. doi: 10.1167/13.14.6.

DOI:10.1167/13.14.6
PMID:24317424
Abstract

Saliency is a measure that describes how attention is guided by local stimulus properties. Some hypotheses assign its computation to specific topographically organized areas of early human visual cortex. However, in most stimuli, saliency is correlated with luminance contrast, which in turn is known to correlate with activity in these early areas. Thus, any observed correlation of local activity with saliency might be due to the area encoding luminance contrast. Here we disentangle encoding of local luminance contrast and saliency by using stimuli where the two properties are uncorrelated. First, we conducted an eye-tracking study to verify that both negative and positive contrast modifications located in individual quadrants of the visual field increase saliency. Second, subjects viewed identical stimuli while fMRI signals were recorded. We find that positive contrast modifications induce a robust increase of activity in V1-V3 and hV4. However, negative contrast modifications lead to a reduced (V1, V2) or comparable (V3, hV4) activity level compared to unmodified quadrants. Furthermore, even with linear multivariate pattern-classification techniques, it is not possible to decode the location of the salient quadrant independent of the type of the contrast modification. Instead, decoding of the contrast-modified location is only possible separately for the two modification types in V1-V3. These findings suggest that the BOLD activity in V1-V3 is dominated by contrast-dependent processes and does not include the contrast invariance necessary for the computation of feature-invariant saliency.

摘要

显著性是一种描述注意力如何由局部刺激属性引导的度量。一些假说将其计算归因于早期人类视觉皮层中特定的拓扑组织区域。然而,在大多数刺激中,显著性与亮度对比度相关,而亮度对比度又已知与这些早期区域的活动相关。因此,任何观察到的局部活动与显著性之间的相关性可能是由于编码亮度对比度的区域所致。在这里,我们通过使用两种属性不相关的刺激来区分局部亮度对比度和显著性的编码。首先,我们进行了一项眼动追踪研究,以验证位于视野各个象限的负对比度和正对比度变化都会增加显著性。其次,受试者观看相同的刺激时记录功能磁共振成像(fMRI)信号。我们发现,正对比度变化会导致V1-V3和hV4区域的活动显著增加。然而,与未改变的象限相比,负对比度变化会导致活动水平降低(V1、V2)或相当(V3、hV4)。此外,即使使用线性多变量模式分类技术,也无法独立于对比度变化的类型来解码显著象限的位置。相反,仅在V1-V3中针对两种变化类型分别解码对比度变化的位置才是可能的。这些发现表明,V1-V3中的血氧水平依赖(BOLD)活动主要由对比度依赖过程主导,并不包括计算特征不变显著性所需的对比度不变性。

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