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Decoding Concrete and Abstract Action Representations During Explicit and Implicit Conceptual Processing

机译:显式和隐式概念处理期间对具体和抽象动作表示的解码

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Action understanding requires a many-to-one mapping of perceived input onto abstract representations that generalize across concrete features. It is debated whether such abstract action concepts are encoded in ventral premotor cortex (PMv; motor hypothesis) or, alternatively, are represented in lateral occipitotemporal cortex (LOTC; cognitive hypothesis). We used fMRI-based multivoxel pattern analysis to decode observed actions at concrete and abstract, object-independent levels of representation. Participants observed videos of 2 actions involving 2 different objects, using either an explicit or implicit task with respect to conceptual action processing. We decoded concrete action representations by training and testing a classifier to discriminate between actions within each object category. To identify abstract action representations, we trained the classifier to discriminate actions in one object and tested the classifier on actions performed on the other object, and vice versa. Region-of-interest and searchlight analyses revealed decoding in LOTC at both concrete and abstract levels during both tasks, whereas decoding in PMv was restricted to the concrete level during the explicit task. In right inferior parietal cortex, decoding was significant for the abstract level during the explicit task. Our findings are incompatible with the motor hypothesis, but support the cognitive hypothesis of action understanding.
机译:要理解动作,需要将感知到的输入与抽象表示进行多对一映射,这些抽象表示可以跨具体功能进行概括。争论这种抽象动作概念是在腹侧运动前皮层(PMv;运动假设)中编码,还是在外侧颞颞叶皮层(LOTC;认知假设)中表示。我们使用基于功能磁共振成像的多体素模式分析来解码在具体和抽象,与对象无关的表示级别上观察到的动作。参与者使用涉及概念性动作处理的显式或隐式任务观察了涉及2个不同对象的2个动作的视频。我们通过训练和测试分类器对具体的动作表示进行解码,以区分每个对象类别中的动作。为了识别抽象动作表示,我们训练了分类器以区分一个对象中的动作,并测试了对另一个对象上执行的动作的分类器,反之亦然。感兴趣区域和探照灯分析显示,在两个任务期间,LOTC的解码都在具体级别和抽象级别进行,而在显式任务期间,PMv的解码仅限于具体级别。在右下顶叶皮层中,在显式任务期间,解码对于抽象级别很重要。我们的发现与运动假设不符,但支持了动作理解的认知假设。

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