皮层语义回路中情态不变性和注意选择性的收敛

Tomoya Nakai, Hiroto Q. Yamaguchi, Shinji Nishimoto
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引用次数: 4

摘要

人类语言系统具有情态不变性和注意选择性的特点。以前的研究已经独立地检查了这些特性,并报告了这两个区域的参与;然而,他们之间的关系以及他们所包含的语言信息仍然是未知的。参与者通过功能性核磁共振成像进行评估,同时分别或同时呈现口头叙述(听觉)和书面文本(视觉)。当两种刺激同时出现时,参与者被要求只关注一种刺激。我们从这些听觉和视觉模式中提取音素和语义特征,以训练多个体素编码模型。训练模型的跨模态检验表明,边缘区域与模态不变的语义表征有关。通过对有参与和无参与条件下的建模性能进行量化。我们已经确定,perisylvian区域表现出注意力选择性。在使用语义而非音位特征的模型中,情态不变性和注意选择性都很突出。在部分脑区,模态不变性与注意选择性显著相关;然而,我们也发现了仅与模态不变性或仅与注意选择性相关的皮质区域。因此,选择性地关注特定的感觉输入模态可能会调节在大脑网络中部分处理的语义信息,这些信息在不同模态之间共享。
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Convergence of Modality Invariance and Attention Selectivity in the Cortical Semantic Circuit
The human linguistic system is characterized by modality invariance and attention selectivity. Previous studies have examined these properties independently and reported perisylvian region involvement for both; however, their relationship and the linguistic information they harbor remain unknown. Participants were assessed by functional MRI, while spoken narratives (auditory) and written texts (visual) were presented, either separately or simultaneously. Participants were asked to attend to one stimulus when both were presented. We extracted phonemic and semantic features from these auditory and visual modalities, to train multiple, voxel-wise encoding models. Cross-modal examinations of the trained models revealed that perisylvian regions were associated with modality-invariant semantic representations. Attentional modulation was quantified by examining the modeling performance for attended and unattended conditions. We have determined that perisylvian regions exhibited attention selectivity. Both modality invariance and attention selectivity are both prominent in models that use semantic but not phonemic features. Modality invariance was significantly correlated with attention selectivity in some brain regions; however, we also identified cortical regions associated with only modality invariance or only attention selectivity. Thus, paying selective attention to a specific sensory input modality may regulate the semantic information that is partly processed in brain networks that are shared across modalities.
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