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The European Physical Journal Special Topics

, Volume 227, Issue 7–9, pp 921–932 | Cite as

Extreme events in epileptic EEG of rodents after ischemic stroke

  • A. N. Pisarchik
  • V. V. Grubov
  • V. A. Maksimenko
  • A. Lüttjohann
  • N. S. Frolov
  • C. Marqués-Pascual
  • D. Gonzalez-Nieto
  • M. V. Khramova
  • A. E. Hramov
Regular Article
  • 31 Downloads
Part of the following topical collections:
  1. Nonlinear Effects in Life Sciences

Abstract

Extreme events are observed on electroencephalographic (EEG) recordings of rodents with induced ischemic stroke. These events represent themselves as post-stroke epileptic seizures in the form of spontaneous high-amplitude oscillations, which appear during the first 2–3 h after induced focal cerebral ischemia. The analysis of the EEG time-frequency structure reveals these extreme events as a sharp sudden growth of the wavelet energy in a particular frequency band, while the energy in the resting part of the power spectrum remains normal. The distinguished features of the extreme events are used for detection and quantification of the pathological brain activity.

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Copyright information

© EDP Sciences and Springer-Verlag GmbH Germany, part of Springer Nature 2018

Authors and Affiliations

  • A. N. Pisarchik
    • 1
    • 2
  • V. V. Grubov
    • 1
  • V. A. Maksimenko
    • 1
  • A. Lüttjohann
    • 3
  • N. S. Frolov
    • 1
  • C. Marqués-Pascual
    • 2
  • D. Gonzalez-Nieto
    • 2
    • 4
  • M. V. Khramova
    • 5
  • A. E. Hramov
    • 1
  1. 1.REC Artificial Intelligence Systems and Neurotechnologies, Yuri Gagarin State Technical University of SaratovSaratovRussia
  2. 2.Center for Biomedical Technology, Technical University of MadridCampus MontegancedoSpain
  3. 3.Institute of Physiology I, University of MünsterMünsterGermany
  4. 4.Biomedical Research Networking Center in Bioengineering Biomaterials and Nanomedicine (CIBER-BBN)MadridSpain
  5. 5.Faculty of Computer Science and Information Technology, Saratov State UniversitySaratovRussia

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