Biomimetic Deep Learning Networks With Applications to Epileptic Spasms and Seizure Prediction.

Journal: IEEE transactions on bio-medical engineering
PMID:

Abstract

OBJECTIVE: In this study, we present a novel biomimetic deep learning network for epileptic spasms and seizure prediction and compare its performance with state-of-the-art conventional machine learning models.

Authors

  • Christopher Lucasius
  • Vasily Grigorovsky
  • Hiroki Nariai
    Division of Pediatric Neurology, Department of Pediatrics, UCLA Mattel Children's Hospital, David Geffen School of Medicine, Los Angeles, CA, United States of America.
  • Aristea S Galanopoulou
  • Jonathan Gursky
  • Solomon L Moshe
  • Berj L Bardakjian