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The modulatory effect of semantic familiarity on the audiovisual integration of face-name pairs

机译:语义熟悉对人名对视听整合的调节作用

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To recognize individuals, the brain often integrates audiovisual information from familiar or unfamiliar faces, voices, and auditory names. To date, the effects of the semantic familiarity of stimuli on audiovisual integration remain unknown. In this functional magnetic resonance imaging (fMRI) study, we used familiar/unfamiliar facial images, auditory names, and audiovisual face-name pairs as stimuli to determine the influence of semantic familiarity on audiovisual integration. First, we performed a general linear model analysis using fMRI data and found that audiovisual integration occurred for familiar congruent and unfamiliar face-name pairs but not for familiar incongruent pairs. Second, we decoded the familiarity categories of the stimuli (familiar vs. unfamiliar) from the fMRI data and calculated the reproducibility indices of the brain patterns that corresponded to familiar and unfamiliar stimuli. The decoding accuracy rate was significantly higher for familiar congruent versus unfamiliar face-name pairs (83.2%) than for familiar versus unfamiliar faces (63.9%) and for familiar versus unfamiliar names (60.4%). This increase in decoding accuracy was not observed for familiar incongruent versus unfamiliar pairs. Furthermore, compared with the brain patterns associated with facial images or auditory names, the reproducibility index was significantly improved for the brain patterns of familiar congruent face-name pairs but not those of familiar incongruent or unfamiliar pairs. Our results indicate the modulatory effect that semantic familiarity has on audiovisual integration. Specifically, neural representations were enhanced for familiar congruent face-name pairs compared with visual-only faces and auditory-only names, whereas this enhancement effect was not observed for familiar incongruent or unfamiliar pairs. Hum Brain Mapp 37:4333-4348, 2016. (c) 2016 Wiley Periodicals, Inc.
机译:为了识别个人,大脑经常整合来自熟悉或不熟悉的面孔,声音和听觉名称的视听信息。迄今为止,对刺激的语义熟悉对视听整合的影响仍然未知。在这项功能磁共振成像(fMRI)研究中,我们使用熟悉/不熟悉的面部图像,听觉名称和视听面部名称对作为刺激来确定语义熟悉度对视听整合的影响。首先,我们使用fMRI数据进行了一般的线性模型分析,发现视听整合发生在熟悉的全名和陌生人脸名称对上,而不发生在熟悉的不全名对之间。其次,我们从fMRI数据中解码了刺激的熟悉程度类别(熟悉与不熟悉),并计算了与熟悉和不熟悉刺激相对应的大脑模式的可重复性指标。熟悉的全名与陌生的面孔名称对(83.2%)的解码准确率显着高于熟悉的与陌生的面孔名称(63.9%)和熟悉与陌生的名字(60.4%)。对于熟悉的不一致和不熟悉的对,未观察到解码精度的提高。此外,与与面部图像或听觉名称相关的大脑模式相比,熟悉的全名脸名对的大脑模式的可复制性指数显着提高,而熟悉的全名或不熟悉对的大脑模式的可重复性指数却大大提高。我们的结果表明,语义熟悉对视听整合具有调节作用。具体而言,与仅视觉面孔和仅听觉名称相比,熟悉的全等人脸名称对的神经表示得到了增强,而对于熟悉的不全或陌生人对则没有观察到这种增强效果。嗡嗡声大脑Mapp 37:4333-4348,2016.(c)2016 Wiley Periodicals,Inc.

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