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Radial Frequency Analysis of Contour Shapes in the Visual Cortex

机译:视觉皮层轮廓形状的径向频率分析

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摘要

Cumulative psychophysical evidence suggests that the shape of closed contours is analysed by means of their radial frequency components (RFC). However, neurophysiological evidence for RFC-based representations is still missing. We investigated the representation of radial frequency in the human visual cortex with functional magnetic resonance imaging. We parametrically varied the radial frequency, amplitude and local curvature of contour shapes. The stimuli evoked clear responses across visual areas in the univariate analysis, but the response magnitude did not depend on radial frequency or local curvature. Searchlight-based, multivariate representational similarity analysis revealed RFC specific response patterns in areas V2d, V3d, V3AB, and IPS0. Interestingly, RFC-specific representations were not found in hV4 or LO, traditionally associated with visual shape analysis. The modulation amplitude of the shapes did not affect the responses in any visual area. Local curvature, SF-spectrum and contrast energy related representations were found across visual areas but without similar specificity for visual area that was found for RFC. The results suggest that the radial frequency of a closed contour is one of the cortical shape analysis dimensions, represented in the early and mid-level visual areas.
机译:累积的心理物理学证据表明,闭合轮廓的形状是通过其径向频率分量(RFC)进行分析的。但是,仍缺少基于RFC表示的神经生理学证据。我们研究了功能磁共振成像在人类视觉皮层中径向频率的表示。我们通过参数改变轮廓形状的径向频率,幅度和局部曲率。在单变量分析中,刺激在整个视觉区域引起清晰的响应,但响应幅度不取决于径向频率或局部曲率。基于Searchlight的多元表示相似性分析显示了V2d,V3d,V3AB和IPS0区域中的RFC特定响应模式。有趣的是,在hV4或LO中找不到RFC特定的表示形式,传统上与​​视觉形状分析相关联。形状的调制幅度不会影响任何视觉区域的响应。在视觉区域中发现了局部曲率,SF频谱和对比能量相关的表示,但是对于RFC发现的视觉区域没有类似的特异性。结果表明,闭合轮廓的径向频率是皮层形状分析尺寸之一,在早期和中期视觉区域中表示。

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