Single-class SVM and directed transfer function approach to the localization of the region containing epileptic focus

Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz

Research output: Contribution to journalArticlepeer-review

17 Citations (Scopus)

Abstract

The paper presents the study concerning the application of a single-class support vector machine (SVM) and directed transfer function method for the localization of the region of the brain containing the epileptic focus on the basis of EEG registration. The results of the performed numerical experiments for the localization of the seizure focus in the brain will be demonstrated on the examples of EEG for few patients.

Original languageEnglish
Pages (from-to)1575-1583
Number of pages9
JournalNeurocomputing
Volume72
Issue number7-9
DOIs
Publication statusPublished - Mar 2009
Externally publishedYes

Keywords

  • Directed transfer function
  • EEG analysis
  • Epileptic focus localization
  • One-class SVM

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