A Patient-Specific Closed-Loop Epilepsy Management SoC With One-Shot Learning and

Abstract

Epilepsy treatment in clinical practices with sur- face electroencephalogram (EEG) often faces training dataset shortage issue, which is aggravated by seizure pattern variation among patients. To facilitate future optimization of the detection accuracy as new datasets are available, a fully programmable patient-specific closed-loop epilepsy tracking and suppression system-on-chip (SoC) is proposed with the first-in-literature one- shot learning and online tuning to the best of our knowledge. The p