An Energy Efficient AdaBoost Cascade Method for Long-Term Seizure Detection in Portable Neurostimulators

Volume: 27, Issue: 11, Pages: 2274 - 2283
Published: Nov 1, 2019
Abstract
Responsive neurostimulation (RNS) is becoming a promising therapy in refractory epilepsy control. In a RNS system, a critical challenge is how to detect seizure onsets accurately with low computational costs. In this study, an energy efficient AdaBoost cascade method for robust long-term seizure detection from local field potential (LFP) signals was proposed and evaluated in a portable neurostimulator. The AdaBoost cascade method included two...
Paper Details
Title
An Energy Efficient AdaBoost Cascade Method for Long-Term Seizure Detection in Portable Neurostimulators
Published Date
Nov 1, 2019
Volume
27
Issue
11
Pages
2274 - 2283
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