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在搜索视觉动作类别过程中语义表征的任务依赖变形

Task-Dependent Warping of Semantic Representations during Search for Visual Action Categories.

作者信息

Shahdloo Mo, Çelik Emin, Urgen Burcu A, Gallant Jack L, Çukur Tolga

机构信息

Wellcome Centre for Integrative Neuroimaging, Department of Experimental Psychology, University of Oxford, Oxford OX3 9DU, United Kingdom.

National Magnetic Resonance Research Centre, Bilkent University, 06800 Ankara, Turkey.

出版信息

J Neurosci. 2022 Aug 31;42(35):6782-6799. doi: 10.1523/JNEUROSCI.1372-21.2022.

Abstract

Object and action perception in cluttered dynamic natural scenes relies on efficient allocation of limited brain resources to prioritize the attended targets over distractors. It has been suggested that during visual search for objects, distributed semantic representation of hundreds of object categories is warped to expand the representation of targets. Yet, little is known about whether and where in the brain visual search for action categories modulates semantic representations. To address this fundamental question, we studied brain activity recorded from five subjects (one female) via functional magnetic resonance imaging while they viewed natural movies and searched for either communication or locomotion actions. We find that attention directed to action categories elicits tuning shifts that warp semantic representations broadly across neocortex and that these shifts interact with intrinsic selectivity of cortical voxels for target actions. These results suggest that attention serves to facilitate task performance during social interactions by dynamically shifting semantic selectivity toward target actions and that tuning shifts are a general feature of conceptual representations in the brain. The ability to swiftly perceive the actions and intentions of others is a crucial skill for humans that relies on efficient allocation of limited brain resources to prioritize the attended targets over distractors. However, little is known about the nature of high-level semantic representations during natural visual search for action categories. Here, we provide the first evidence showing that attention significantly warps semantic representations by inducing tuning shifts in single cortical voxels, broadly spread across occipitotemporal, parietal, prefrontal, and cingulate cortices. This dynamic attentional mechanism can facilitate action perception by efficiently allocating neural resources to accentuate the representation of task-relevant action categories.

摘要

在杂乱的动态自然场景中对物体和动作的感知依赖于有限脑资源的有效分配,以便将注意力集中的目标优先于干扰物进行处理。有人提出,在对物体进行视觉搜索时,数百个物体类别的分布式语义表征会发生扭曲,以扩大目标的表征。然而,对于在大脑中何处以及是否对动作类别进行视觉搜索会调节语义表征,我们知之甚少。为了解决这个基本问题,我们通过功能磁共振成像研究了五名受试者(一名女性)在观看自然电影并搜索交流或运动动作时记录的大脑活动。我们发现,指向动作类别的注意力会引发调谐转移,这种转移会在整个新皮层广泛地扭曲语义表征,并且这些转移与皮质体素对目标动作的内在选择性相互作用。这些结果表明,注意力通过动态地将语义选择性转向目标动作,有助于在社交互动中促进任务表现,并且调谐转移是大脑概念表征的一个普遍特征。迅速感知他人的动作和意图的能力是人类的一项关键技能,它依赖于有限脑资源的有效分配,以便将注意力集中的目标优先于干扰物进行处理。然而,对于在自然视觉搜索动作类别期间高级语义表征的性质,我们知之甚少。在这里,我们提供了第一个证据,表明注意力通过在单个皮质体素中诱导调谐转移,显著地扭曲了语义表征,这种转移广泛分布在枕颞叶、顶叶、前额叶和扣带回皮层。这种动态注意力机制可以通过有效地分配神经资源来突出与任务相关的动作类别的表征,从而促进动作感知。

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