Non-invasive wearable seizure detection using long-short-term memory networks with transfer learning

  • Mona Nasseri
  • , Tal Pal Attia
  • , Boney Joseph
  • , Nicholas M. Gregg
  • , Ewan S. Nurse
  • , Pedro F. Viana
  • , Andreas Schulze-Bonhage
  • , Matthias Dümpelmann
  • , Gregory Worrell
  • , Dean R. Freestone
  • , Mark P. Richardson
  • , Benjamin H. Brinkmann

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Article number056017
JournalJournal of Neural Engineering
Volume18
Issue number5
DOIs
StatePublished - Oct 2021
Externally publishedYes

ASJC Scopus Subject Areas

  • Biomedical Engineering
  • Cellular and Molecular Neuroscience

Keywords

  • epilepsy
  • machine learning
  • seizure detection
  • wearable devices

Cite this