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Investigating Semantic Relationship between the Scene and the Sound within the Scene by Dynamic Causal Modeling

机译:通过动态因果模拟研究现场与场景中的声音之间的语义关系

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The purpose of the paper was to explore the dynamic information flow among brain regions, which took part in the perception of the semantic relationship between the scene and the sound of the object within the scene. 15 healthy volunteers were recruited to observe the 4 categories (32 subclasses) of the scene pictures and listened to the 8 categories (64 kinds) of sound corresponding to each scene, and the data were collected and analyzed by functional magnetic resonance imaging. Dynamic causal modeling method embedded in spm8 to analyze the connection among brain regions involved in different experimental tasks. Six candidate models were constructed, and an optimal model was determined by Bayesian model selection. In the optimal model, the flow of information between the parahippocampal place area (PPA) and the lateral occipital complex (LO) under the adjustment of the scene condition was interactive, and the sound condition influenced the activity of the STS. The results showed that the existence of the information flow among the brain regions were selective to the object sound or the scene, which was essential for the processing of the semantic relationship between the human brain's perceived sound and the scene.
机译:本文的目的是探讨脑区之间的动态信息流,这参与了场景和场景内物体的声音之间的语义关系的感知。招募了15个健康的志愿者观察场景图片的4个类别(32个子类),并听取对应于每个场景的8类(64种),并且通过功能磁共振成像收集和分析数据。 SPM8中嵌入的动态因果建模方法分析不同实验任务中涉及的大脑区域的连接。构建了六种候选模型,通过贝叶斯模型选择确定了最佳模型。在最佳模型中,在场景条件的调整下,在场景条件的调整下,在场景条件的调整下的信息流动流程和横向枕骨复合物(LO)是交互性的,并且声音条件影响了STS的活动。结果表明,脑区中信息流的存在对物体声音或场景有选择性,这对于处理人类大脑的感知声音与场景之间的语义关系是必不可少的。

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