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首页> 外文期刊>Nature Communications >Conscious perception of natural images is constrained by category-related visual features
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Conscious perception of natural images is constrained by category-related visual features

机译:有意识地对自然图像的感知受到类别相关的视觉特征的限制

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摘要

Conscious perception is crucial for adaptive behaviour yet access to consciousness varies for different types of objects. The visual system comprises regions with widely distributed category information and exemplar-level representations that cluster according to category. Does this categorical organisation in the brain provide insight into object-specific access to consciousness? We address this question using the Attentional Blink approach with visual objects as targets. We find large differences across categories in the attentional blink. We then employ activation patterns extracted from a deep convolutional neural network to reveal that these differences depend on mid- to high-level, rather than low-level, visual features. We further show that these visual features can be used to explain variance in performance across trials. Taken together, our results suggest that the specific organisation of the higher-tier visual system underlies important functions relevant for conscious perception of differing natural images.
机译:有意识的感知对于自适应行为至关重要,但是对不同类型的物体获得意识的获取变化。视觉系统包括具有广泛分布的类别信息的区域和根据类别群集的示例性级别表示。大脑中的这个分类组织是否能够深入了解对对象的意识访问?我们使用带有视觉对象作为目标的注意力闪烁方法来解决这个问题。我们在注意力眨眼之间发现了巨大差异。然后,我们采用从深度卷积神经网络中提取的激活模式,以揭示这些差异取决于中高级别,而不是低级别的视觉功能。我们进一步表明,这些视觉功能可用于解释跨试验的性能方差。我们的结果表明,高层视觉系统的具体组织下潜与有意识地对不同自然图像有意识的函数。

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