JMSS Cover
Frequency: Continuous
ISSN: 1549-3644 (Print)
ISSN: 1558-6359 (Online)
Research Article Open Access

Spatial Interaction Image of Electroencephalography Signal during Epileptic Seizure on Flat Electroencephalography

Goh Chien Yong1, Tahir Ahmad1 and Normah Maan1
  • 1 Universiti Teknologi Malaysia, Malaysia

Abstract

Electroencephalogram (EEG) is widely used for recording the brain electrical activity. It plays an important role in the detection and classification of epilepsy seizures. In addition, it is believed to possess the ability to detect the location of epileptic focus to some degree. In this study, an EEG data during seizure obtained is analysed and transformed into an image form, namely Flat EEG (fEEG). The fEEG is a method for mapping high dimensional signal into a low dimensional space. The fEEG of the obtained signal is clustered and the interactions of the cluster centers are studied and presented in this study.

Journal of Mathematics and Statistics
Volume 13 No. 1, 2017, 46-56

DOI: https://doi.org/10.3844/jmssp.2017.46.56

Submitted On: 16 March 2015 Published On: 13 March 2017

How to Cite: Yong, G. C., Ahmad, T. & Maan, N. (2017). Spatial Interaction Image of Electroencephalography Signal during Epileptic Seizure on Flat Electroencephalography. Journal of Mathematics and Statistics, 13(1), 46-56. https://doi.org/10.3844/jmssp.2017.46.56

Open AccessCopyright: © 2017 Goh Chien Yong, Tahir Ahmad and Normah Maan. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

  • 3,428 Views
  • 1,871 Downloads
  • 0 Citations

Download

Keywords

  • EEG
  • Epileptic
  • Flat EEG
  • Spatial Interaction
  • Gravity Model