EEG based functional brain networks analysis in dyslexic children during arithmetic task

被引:5
|
作者
Seshadri, N. P. Guhan [1 ]
Geethanjali, B. [2 ]
Singh, Bikesh Kumar [1 ]
机构
[1] Natl Inst Technol Raipur, Dept Biomed Engn, Raipur, Madhya Pradesh, India
[2] SSN Coll Engn, Dept Biomed Engn, Chennai, Tamil Nadu, India
关键词
Developmental dyslexia; EEG; Arithmetic task; Functional connectivity; Graph theory; Network analysis; WAVELET PACKET DECOMPOSITION; UPPER ALPHA; INDIVIDUAL-DIFFERENCES; OSCILLATORY RESPONSES; DISABLED CHILDREN; THETA; CONNECTIVITY; ABILITIES; SKILLS; ABNORMALITIES;
D O I
10.1007/s11571-021-09769-9
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Developmental Dyslexia is a neuro-developmental disorder that often refers to a phonological processing deficit regardless of average IQ. The present study investigated the distinct functional changes in brain networks of dyslexic children during arithmetic task performance using an electroencephalogram. Fifteen dyslexic children and fifteen normally developing children (NDC) were recruited and performed an arithmetic task. Brain functional network measures such as node strength, clustering coefficient, characteristic pathlength and small-world were calculated using graph theory methods for both groups. Task performance showed significantly less performance accuracy in dyslexics against NDC. The neural findings showed increased connectivity in the delta band and reduced connectivity in theta, alpha, and beta band at temporoparietal, and prefrontal regions in dyslexic group while performing the task. The node strengths were found to be significantly high in delta band (T3, O1, F8 regions) and low in theta (T5, P3, Pz regions), beta (Pz) and gamma band (T4 and prefrontal regions) during the task in dyslexics compared to the NDC. The clustering coefficient was found to be significantly low in the dyslexic group (theta and alpha band) and characteristic pathlength was found to be significantly high in the dyslexic group (theta and alpha band) compared to the NDC group while performing task. In conclusion, the present study shows evidence for poor fact-retrieval mechanism and altered network topology in dyslexic brain networks during arithmetic task performance.
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页码:1013 / 1028
页数:16
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