Neyens Veerle, Bruffaerts Rose, Liuzzi Antonietta G, Kalfas Ioannis, Peeters Ronald, Keuleers Emmanuel, Vogels Rufin, De Deyne Simon, Storms Gert, Dupont Patrick, Vandenberghe Rik
Laboratory for Cognitive Neurology, Department of Neurosciences, University of LeuvenLeuven, Belgium.
Neurology Department, University Hospitals LeuvenLeuven, Belgium.
Front Hum Neurosci. 2017 Aug 4;11:402. doi: 10.3389/fnhum.2017.00402. eCollection 2017.
According to a recent study, semantic similarity between concrete entities correlates with the similarity of activity patterns in left middle IPS during category naming. We examined the replicability of this effect under passive viewing conditions, the potential role of visuoperceptual similarity, where the effect is situated compared to regions that have been previously implicated in visuospatial attention, and how it compares to effects of object identity and location. Forty-six subjects participated. Subjects passively viewed pictures from two categories, musical instruments and vehicles. Semantic similarity between entities was estimated based on a concept-feature matrix obtained in more than 1,000 subjects. Visuoperceptual similarity was modeled based on the HMAX model, the AlexNet deep convolutional learning model, and thirdly, based on subjective visuoperceptual similarity ratings. Among the IPS regions examined, only left middle IPS showed a semantic similarity effect. The effect was significant in hIP1, hIP2, and hIP3. Visuoperceptual similarity did not correlate with similarity of activity patterns in left middle IPS. The semantic similarity effect in left middle IPS was significantly stronger than in the right middle IPS and also stronger than in the left or right posterior IPS. The semantic similarity effect was similar to that seen in the angular gyrus. Object identity effects were much more widespread across nearly all parietal areas examined. Location effects were relatively specific for posterior IPS and area 7 bilaterally. To conclude, the current findings replicate the semantic similarity effect in left middle IPS under passive viewing conditions, and demonstrate its anatomical specificity within a cytoarchitectonic reference frame. We propose that the semantic similarity effect in left middle IPS reflects the transient uploading of semantic representations in working memory.
根据最近的一项研究,具体实体之间的语义相似性与类别命名过程中左中顶内沟(IPS)活动模式的相似性相关。我们在被动观看条件下检验了这种效应的可重复性、视觉感知相似性的潜在作用、与先前涉及视觉空间注意的区域相比该效应所在的位置,以及它与物体身份和位置效应的比较。46名受试者参与了研究。受试者被动观看来自乐器和车辆这两个类别的图片。基于在1000多名受试者中获得的概念-特征矩阵来估计实体之间的语义相似性。基于HMAX模型、AlexNet深度卷积学习模型,以及基于主观视觉感知相似性评分来对视觉感知相似性进行建模。在所检查的顶内沟区域中,只有左中顶内沟显示出语义相似性效应。该效应在hIP1、hIP2和hIP3中显著。视觉感知相似性与左中顶内沟活动模式的相似性不相关。左中顶内沟的语义相似性效应明显强于右中顶内沟,也强于左或右后顶内沟处的效应。语义相似性效应与角回中所见的效应相似。物体身份效应在几乎所有检查的顶叶区域中分布更为广泛。位置效应相对特定于双侧后顶内沟和7区。总之,当前研究结果在被动观看条件下复制了左中顶内沟中的语义相似性效应,并在细胞构筑参考框架内证明了其解剖学特异性。我们提出,左中顶内沟中的语义相似性效应反映了工作记忆中语义表征的短暂上传。