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场景上下文和注意力独立促进物体类别的脑磁图解码。

Scene context and attention independently facilitate MEG decoding of object category.

作者信息

Leticevscaia Olga, Brandman Talia, Peelen Marius V

机构信息

University of Reading, Centre for Integrative Neuroscience and Neurodynamics, United Kingdom.

Department of Brain Sciences, Weizmann Institute of Science, Rehovot 76100, Israel.

出版信息

Vision Res. 2024 Nov;224:108484. doi: 10.1016/j.visres.2024.108484. Epub 2024 Sep 10.

Abstract

Many of the objects we encounter in our everyday environments would be hard to recognize without any expectations about these objects. For example, a distant silhouette may be perceived as a car because we expect objects of that size, positioned on a road, to be cars. Reflecting the influence of such expectations on visual processing, neuroimaging studies have shown that when objects are poorly visible, expectations derived from scene context facilitate the representations of these objects in visual cortex from around 300 ms after scene onset. The current magnetoencephalography (MEG) study tested whether this facilitation occurs independently of attention and task relevance. Participants viewed degraded objects alone or within scene context while they either attended the scenes (attended condition) or the fixation cross (unattended condition), also temporally directing attention away from the scenes. Results showed that at 300 ms after stimulus onset, multivariate classifiers trained to distinguish clearly visible animate vs inanimate objects generalized to distinguish degraded objects in scenes better than degraded objects alone, despite the added clutter of the scene background. Attention also modulated object representations at this latency, with better category decoding in the attended than the unattended condition. The modulatory effects of context and attention were independent of each other. Finally, data from the current study and a previous study were combined (N = 51) to provide a more detailed temporal characterization of contextual facilitation. These results extend previous work by showing that facilitatory scene-object interactions are independent of the specific task performed on the visual input.

摘要

在我们日常环境中遇到的许多物体,如果没有对这些物体的任何预期,将很难被识别。例如,远处的一个轮廓可能会被看作是一辆汽车,因为我们预期在道路上处于那个大小位置的物体是汽车。神经成像研究表明,这种预期对视觉处理有影响,当物体 visibility 较差时,从场景背景中得出的预期会在场景出现后约300毫秒促进视觉皮层中这些物体的表征。当前的脑磁图(MEG)研究测试了这种促进作用是否独立于注意力和任务相关性而发生。参与者在单独观看退化物体或在场景背景中观看退化物体时,他们要么关注场景(关注条件),要么关注注视十字(非关注条件),同时在时间上也将注意力从场景上转移开。结果表明,在刺激开始后300毫秒,训练用于区分清晰可见的有生命物体与无生命物体的多变量分类器能够更好地推广到区分场景中的退化物体,而不是单独的退化物体,尽管场景背景增加了干扰。注意力在这个潜伏期也调节了物体表征,关注条件下的类别解码比非关注条件下更好。上下文和注意力的调节作用相互独立。最后,将当前研究和先前一项研究的数据相结合(N = 51),以提供对上下文促进作用更详细的时间特征描述。这些结果扩展了先前的工作,表明促进性的场景 - 物体相互作用独立于对视觉输入执行的特定任务。 (注:原文中“visibility”可能有误,推测应为“visibility”,译为“可见性”,这里保留原文拼写错误。)

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