Modeling of Epileptic Seizures Using the Von Mises-Fisher Distribution

被引：0
|
作者：
Ramachandran, Vinod [1 ]
Ahmad, Tahir [2 ,3 ]
机构：
[1] HELP Univ, Fac Business Econ & Accounting, Kuala Lumpur 50490, Malaysia
[2] Univ Teknol Malaysia, Dept Math Sci, Skudai 81310, Johor, Malaysia
[3] Univ Teknol Malaysia, Ctr Sustainable Nanomat, Skudai 81310, Johor, Malaysia
来源：
PROCEEDINGS OF THE 24TH NATIONAL SYMPOSIUM ON MATHEMATICAL SCIENCES (SKSM24): MATHEMATICAL SCIENCES EXPLORATION FOR THE UNIVERSAL PRESERVATION | 2017年 / 1870卷
关键词：
SPIKE; EEG;
D O I：
10.1063/1.4995890
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
This paper presents a novel approach to modeling the electroencephalographic signals of epileptic seizures using a von Mises-Fisher (vMF) distribution. Six sets of patient data consisting of partial and generalized seizures are compared using the vMF model and are shown to exhibit various traits in terms of the distribution parameters.
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页数：6
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