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Attention during natural vision warps semantic representation across the human brain

机译:自然视觉过程中的注意力扭曲了人类大脑的语义表示

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Little is known about how attention changes the cortical representation of sensory information in humans. On the basis of neurophysiological evidence, we hypothesized that attention causes tuning changes to expand the representation of attended stimuli at the cost of unattended stimuli. To investigate this issue, we used functional magnetic resonance imaging to measure how semantic representation changed during visual search for different object categories in natural movies. We found that many voxels across occipitooral and fronto-parietal cortex shifted their tuning toward the attended category. These tuning shifts expanded the representation of the attended category and of semantically related, but unattended, categories, and compressed the representation of categories that were semantically dissimilar to the target. Attentional warping of semantic representation occurred even when the attended category was not present in the movie; thus, the effect was not a target-detection artifact. These results suggest that attention dynamically alters visual representation to optimize processing of behaviorally relevant objects during natural vision.
机译:关于注意力如何改变人类的感觉信息的皮层表示知之甚少。根据神经生理学证据,我们假设注意力会引起调整变化,从而以无人参与的刺激为代价扩大参与刺激的表示。为了研究这个问题,我们使用功能磁共振成像来测量在自然电影中不同对象类别的视觉搜索过程中语义表示的变化。我们发现,枕骨和额顶皮层的许多体素都将其调音转移到了参与的类别上。这些调整转移扩展了参与类别和语义相关但无人看管的类别的表示,并压缩了语义上与目标不同的类别的表示。即使电影中不存在出席类别,语义表达也会发生注意变形。因此,该效果不是目标检测伪像。这些结果表明,注意力会动态改变视觉表示,以优化自然视觉过程中行为相关对象的处理。

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