Typicality effect on N400 ERP in categories despite differences in semantic processing

被引:0
|
作者
Hnazaee, Mansoureh Fahimi [1 ]
Van Hulle, Marc M. [1 ]
机构
[1] KU Leuven Univ Leuven, Lab Neuro & Psychophysiol, Leuven, Belgium
来源
2017 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) | 2017年
关键词
EEG-ERP; N400; component; prototype theory; word categorization; source localization; ELECTROPHYSIOLOGICAL EVIDENCE; REPRESENTATIONS;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We investigate the effect of word typicality the degree of membership of a word to its superordinate category on the N400 event-related potential (ERP) using a single trial detection approach based on spatiotemporal beamforming. Unlike the norm in studies, where mostly concrete categories are used (imaginable objects), we considered a total of 6 basic categories: three abstract and unimaginable (emotion, event, illness), one abstract yet clearly imaginable (color), and two concrete categories, a coherent (mammals) and an incoherent one (furniture). We also investigated the source of the observed N400 ERPs in the brain to detect possible differences between the semantic processing of these categories. Our results show that, independently of word abstractness or concreteness, word typicality has a clear effect on N400 both in terms of amplitude and scalp localization as well as in N400 sources, all of which in turn is indicative of differences in difficulty of word processing.
引用
收藏
页码:4379 / 4386
页数:8
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