Neural tracking of natural speech in children in relation to their receptive speech abilities

被引:0
|
作者
Rogachev, Anton [1 ]
Sysoeva, Olga [1 ,2 ]
机构
[1] Sirius Univ Sci & Technol, Ctr Cognit Sci, Sirius 354340, Krasnodar Regio, Russia
[2] Russian Acad Sci, Inst Higher Nervous Act & Neurophysiol, Lab Higher Nervous Act Human, Moscow 117485, Russia
来源
COGNITIVE SYSTEMS RESEARCH | 2024年 / 86卷
关键词
N400; COMPREHENSION; SEMANTICS;
D O I
10.1016/j.cogsys.2024.101236
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Receptive speech is the ability to understand speech addressed to a person. It is a crucial process for a child ' s cognitive development. We examine the relationship between receptive speech and neural tracking of natural speech in 52 children aged 3 - 8 years to infer the neurophysiological mechanisms underlying speech development. We registered a 32 -channel electroencephalogram (EEG) while children listened to narrative audio stories. The temporal response function (TRF) approach was used to study neural tracking features at acoustic and semantic levels. We found a strong positive correlation between the TRF prediction accuracy values that demonstrate the magnitude of neural tracking, and receptive speech abilities measured by the Preschool Language Scales (PLS-5). Topographic analysis of these correlations showed significant clusters of EEG channels in the right temporal region for acoustic tracking, and in the left fronto-central and right parietooccipital regions for semantic tracking. We assume that these results reflect the development of the brain systems necessary for speech comprehension. To sum up, we suggest that the TRF measures are easy -to -assess neurophysiological markers of receptive speech development in children.
引用
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页数:8
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