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Characterizing EEG Cortical Dynamics and Connectivity with Responses to Single Pulse Electrical Stimulation (SPES)

  • Gonzalo Alarcón
  • , Diego Jiménez-Jiménez
  • , Antonio Valentín
  • , David Martín-López
  • Hamad Medical Corporation
  • King's College London
  • King’s College Hospital NHS Foundation Trust
  • Weill Cornell Medicine-Qatar
  • Kingston Hospital NHS Foundation Trust
  • St George’s University Hospitals NHS Foundation Trust

Research output: Contribution to journalArticlepeer-review

21 Scopus citations

Abstract

Objectives: To model cortical connections in order to characterize their oscillatory behavior and role in the generation of spontaneous electroencephalogram (EEG). Methods: We studied averaged responses to single pulse electrical stimulation (SPES) from the non-epileptogenic hemisphere of five patients assessed with intracranial EEG who became seizure free after contralateral temporal lobectomy. Second-order control system equations were modified to characterize the systems generating a given response. SPES responses were modeled as responses to a unit step input. EEG power spectrum was calculated on the 20s preceding SPES. Results: 121 channels showed responses to 32 stimulation sites. A single system could model the response in 41.3% and two systems were required in 58.7%. Peaks in the frequency response of the models tended to occur within the frequency range of most activity on the spontaneous EEG. Discrepancies were noted between activity predicted by models and activity recorded in the spontaneous EEG. These discrepancies could be explained by the existence of alpha rhythm or interictal epileptiform discharges. Conclusions: Cortical interactions shown by SPES can be described as control systems which can predict cortical oscillatory behavior. The method is unique as it describes connectivity as well as dynamic interactions.

Original languageEnglish
Article number1750057
JournalInternational Journal of Neural Systems
Volume28
Issue number6
DOIs
StatePublished - 1 Aug 2018

Keywords

  • EEG
  • Forced coupling
  • control systems
  • single pulse electrical stimulation

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