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Concept Representation Reflects Multimodal Abstraction: A Framework for Embodied Semantics

机译:概念表示反映了多模式抽象:体现语义的框架

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摘要

Recent research indicates that sensory and motor cortical areas play a significant role in the neural representation of concepts. However, little is known about the overall architecture of this representational system, including the role played by higher level areas that integrate different types of sensory and motor information. The present study addressed this issue by investigating the simultaneous contributions of multiple sensory-motor modalities to semantic word processing. With a multivariate fMRI design, we examined activation associated with 5 sensory-motor attributes—color, shape, visual motion, sound, and manipulation—for 900 words. Regions responsive to each attribute were identified using independent ratings of the attributes' relevance to the meaning of each word. The results indicate that these aspects of conceptual knowledge are encoded in multimodal and higher level unimodal areas involved in processing the corresponding types of information during perception and action, in agreement with embodied theories of semantics. They also reveal a hierarchical system of abstracted sensory-motor representations incorporating a major division between object interaction and object perception processes.
机译:最近的研究表明,感觉和运动皮层区域在概念的神经表示中起重要作用。然而,人们对这种代表性系统的总体架构知之甚少,包括整合不同类型的感觉和运动信息的更高级别区域所扮演的角色。本研究通过研究多种感觉运动模态对语义词处理的同时贡献来解决这个问题。通过多变量功能磁共振成像设计,我们检查了900个单词与5种感觉运动属性(颜色,形状,视觉运动,声音和操作)相关的激活。使用属性对每个单词含义的相关性的独立评分来确定对每个属性有反应的区域。结果表明,概念性知识的这些方面被编码在参与感知和行动过程中处理相应类型信息的多峰和更高级别的单峰区域中,这与语义的具体化理论相一致。他们还揭示了抽象的感觉运动表示的层次系统,该系统在对象交互和对象感知过程之间进行了重大划分。

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