Li Yuanqing, Wang Fangyi, Huang Biao, Yang Wanqun, Yu Tianyou, Talsma Durk
Center for Brain Computer Interfaces and Brain Information Processing, South China University of Technology, Guangzhou, China.
Guangzhou Key Laboratory of Brain Computer Interaction and Applications, Guangzhou, China.
Hum Brain Mapp. 2016 Dec;37(12):4333-4348. doi: 10.1002/hbm.23312. Epub 2016 Jul 12.
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. © 2016 Wiley Periodicals, Inc.
为了识别个体,大脑通常会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,刺激的语义熟悉度对视听整合的影响尚不清楚。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、听觉名称以及视听面孔-名称对作为刺激,以确定语义熟悉度对视听整合的影响。首先,我们使用fMRI数据进行了一般线性模型分析,发现熟悉的一致和不熟悉的面孔-名称对会发生视听整合,而熟悉的不一致对则不会。其次,我们从fMRI数据中解码刺激的熟悉度类别(熟悉与不熟悉),并计算与熟悉和不熟悉刺激相对应的脑模式的可重复性指数。熟悉的一致与不熟悉的面孔-名称对的解码准确率(83.2%)显著高于熟悉与不熟悉的面孔(63.9%)以及熟悉与不熟悉的名称(60.4%)。对于熟悉的不一致与不熟悉的对,未观察到这种解码准确率的提高。此外,与与面部图像或听觉名称相关的脑模式相比,熟悉的一致面孔-名称对的脑模式的可重复性指数显著提高,而熟悉的不一致或不熟悉对则没有。我们的结果表明语义熟悉度对视听整合具有调节作用。具体而言,与仅视觉的面孔和仅听觉的名称相比,熟悉的一致面孔-名称对的神经表征得到增强,而对于熟悉的不一致或不熟悉对则未观察到这种增强效应。《人类大脑图谱》37:4333 - 4348,2016年。© 2016威利期刊公司。