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Representational similarity analysis reveals task-dependent semantic influence of the visual word form area

机译:代表性相似性分析揭示了视觉单词形式区域的任务相关语义影响

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摘要

Access to semantic information of visual word forms is a key component of reading comprehension. In this study, we examined the involvement of the visual word form area (VWFA) in this process by investigating whether and how the activity patterns of the VWFA are influenced by semantic information during semantic tasks. We asked participants to perform two semantic tasks - taxonomic or thematic categorization - on visual words while obtaining the blood-oxygen-level-dependent (BOLD) fMRI responses to each word. Representational similarity analysis with four types of semantic relations (taxonomic, thematic, subjective semantic rating and word2vec) revealed that neural activity patterns of the VWFA were associated with taxonomic information only in the taxonomic task, with thematic information only in the thematic task and with the composite semantic information measured by word2vec in both semantic tasks. Furthermore, the semantic information in the VWFA cannot be explained by confounding factors including orthographic, low-level visual and phonological information. These findings provide positive evidence for the presence of both orthographic and task-relevant semantic information in the VWFA and have significant implications for the neurobiological basis of reading.
机译:访问视觉单词形式的语义信息是阅读理解的关键组成部分。在这项研究中,我们通过研究语义任务期间语义信息是否以及如何影响VWFA的活动模式来检查视觉单词形式区域(VWFA)在此过程中的参与。我们要求参与者对视觉单词执行两项语义任务-分类或主题分类-同时获取每个单词的血氧水平依赖性(BOLD)fMRI响应。具有四种类型的语义关系(分类,主题,主观语义等级和word2vec)的代表性相似性分析表明,VWFA的神经活动模式仅与分类任务中的分类信息相关,仅与主题任务中的主题信息相关且与主题任务相关。两个语义任务中word2vec测得的复合语义信息。此外,VWFA中的语义信息无法通过混淆因素来解释,这些因素包括拼字法,低级视觉和语音信息。这些发现为VWFA中存在拼字法和与任务相关的语义信息提供了积极的证据,并对阅读的神经生物学基础具有重要意义。

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