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Modality-specific spectral dynamics in response to visual and tactile sequential shape information processing tasks: An MEG study using multivariate pattern classification analysis

机译:响应视觉和触觉顺序形状信息处理任务的特定于模式的光谱动力学:使用多元模式分类分析的MEG研究

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Brain regions that respond to more than one sensory modality are characterized as multisensory regions. Studies on the processing of shape or object information have revealed recruitment of the lateral occipital cortex, posterior parietal cortex, and other regions regardless of input sensory modalities. However, it remains unknown whether such regions show similar (modality-invariant) or different (modality specific) neural oscillatory dynamics, as recorded using magnetoencephalography (MEG), in response to identical shape information processing tasks delivered to different sensory modalities. Modality-invariant or modality-specific neural oscillatory dynamics indirectly suggest modality-independent or modality-dependent participation of particular brain regions, respectively. Therefore, this study investigated the modality-specificity of neural oscillatory dynamics in the form of spectral power modulation patterns in response to visual and tactile sequential shape-processing tasks that are well-matched in terms of speed and content between the sensory modalities. Task-related changes in spectral power modulation and differences in spectral power modulation between sensory modalities were investigated at source-space (voxel) level, using a multivariate pattern classification (MVPC) approach. Additionally, whole analyses were extended from the voxel level to the independent-component level to take account of signal leakage effects caused by inverse solution. The modality-specific spectral dynamics in multisensory and higher-order brain regions, such as the lateral occipital cortex, posterior parietal cortex, inferior temporal cortex, and other brain regions, showed task-related modulation in response to both sensory modalities. This suggests modality-dependency of such brain regions on the input sensory modality for sequential shape-information processing. (C) 2016 Elsevier B.V. All rights reserved.
机译:对一种以上感觉方式有反应的脑区域被表征为多感觉区域。对形状或物体信息处理的研究表明,不管输入的感觉方式如何,枕骨外侧皮质,顶叶后皮质和其他区域的募集。然而,如响应使用相同的形状信息处理任务传递给不同感觉模态的磁脑电图(MEG)所记录的那样,这些区域是否显示出相似的(模态不变)或不同的(模态特定)神经振荡动力学仍然是未知的。模态不变或特定于模态的神经振荡动力学分别间接暗示特定大脑区域的模态无关或模态依赖性参与。因此,本研究以视觉功率和触觉顺序形状处理任务的响应速度和内容之间的良好匹配,以频谱功率调制模式的形式研究了神经振荡动力学的形式特异性。使用多元模式分类(MVPC)方法,在源空间(体素)级别上研究了与任务相关的频谱功率调制变化和感觉模态之间的频谱功率调制差异。此外,考虑到由逆解引起的信号泄漏效应,整个分析从体素级别扩展到独立分量级别。多感觉和高阶大脑区域(如枕外侧皮质,顶叶后皮质,颞下皮质和其他大脑区域)中特定于模式的光谱动力学显示出与任务相关的调制,以响应两种感觉模式。这暗示了这种大脑区域在输入感官模态上的模态依赖性,以进行顺序的形状信息处理。 (C)2016 Elsevier B.V.保留所有权利。

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