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在初级视觉皮层中解码模式运动信息。

Decoding pattern motion information in V1.

作者信息

van Kemenade Bianca M, Seymour Kiley, Christophel Thomas B, Rothkirch Marcus, Sterzer Philipp

机构信息

Berlin School of Mind and Brain, Humboldt Universität zu Berlin, Berlin, Germany; Department of Psychiatry and Psychotherapy, Campus Charite Mitte, Charité-Universitätsmedizin Berlin, Berlin, Germany; Berlin Center for Advanced Neuroimaging, Charité - Universitätsmedizin, Berlin, Germany.

Department of Psychiatry and Psychotherapy, Campus Charite Mitte, Charité-Universitätsmedizin Berlin, Berlin, Germany; Berlin Center for Advanced Neuroimaging, Charité - Universitätsmedizin, Berlin, Germany; Department of Cognitive Science, Macquarie University, Sydney, Australia.

出版信息

Cortex. 2014 Aug;57:177-87. doi: 10.1016/j.cortex.2014.04.014. Epub 2014 May 9.

Abstract

When two gratings drifting in different directions are superimposed, the resulting stimulus can be perceived as two overlapping component gratings moving in different directions or as a single pattern moving in one direction. Whilst the motion direction of component gratings is already represented in visual area V1, the majority of previous studies have found processing of pattern motion direction only from visual area V2 onwards. Here, we question these findings using multi-voxel pattern analysis (MVPA). In Experiment 1, we presented superimposed sinusoidal gratings with varying angles between the two component motions. These stimuli were perceived as patterns moving in one of two possible directions. We found that linear support vector machines (SVMs) could generalise across stimuli composed of different component motions to successfully discriminate pattern motion direction from brain activity in V1, V3A and hMT+/V5. This demonstrates the representation of pattern motion information present in these visual areas. This conclusion was verified in Experiment 2, where we manipulated similar plaid stimuli to induce the perception of either a single moving pattern or two separate component gratings. While a classifier could again generalise across stimuli composed of different component motions when they were perceived as a single moving pattern, its performance dropped substantially in the case where components were perceived. Our results indicate that pattern motion direction information is present in V1.

摘要

当两个沿不同方向漂移的光栅叠加时,所产生的刺激可以被感知为两个沿不同方向移动的重叠成分光栅,或者是一个沿单一方向移动的单一图案。虽然成分光栅的运动方向已经在视觉区域V1中得到表征,但大多数先前的研究发现,只有从视觉区域V2开始才对图案运动方向进行处理。在这里,我们使用多体素模式分析(MVPA)对这些发现提出质疑。在实验1中,我们呈现了两个成分运动之间角度不同的叠加正弦光栅。这些刺激被感知为沿两个可能方向之一移动的图案。我们发现,线性支持向量机(SVM)可以跨由不同成分运动组成的刺激进行泛化,以成功地从V1、V3A和hMT+/V5的脑活动中区分图案运动方向。这证明了这些视觉区域中存在图案运动信息的表征。这一结论在实验2中得到了验证,在实验2中,我们操纵了类似的方格刺激,以诱导对单个移动图案或两个单独成分光栅的感知。当刺激被感知为单个移动图案时,分类器同样可以跨由不同成分运动组成的刺激进行泛化,但其性能在成分被感知的情况下大幅下降。我们的结果表明,图案运动方向信息存在于V1中。

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