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A Comparison of Energy-Efficient Seizure Detectors for Implantable Neurostimulation Devices
Compares patient-specific random forest, LSTM, and CNN seizure detectors for energy-efficient implantable neurostimulation.
Dr. Farrokh Manzouri
,
Marc Zöllin
,
Simon Schillinger
,
Matthias Dümpelmann
,
Ralf Mikut
,
Peter Woias
,
Laura Maria Comella
,
Andreas Schulze-Bonhage
Low-frequency electrical stimulation reduces cortical excitability in the human brain
Examines whether low-frequency electrical stimulation reduces cortical excitability in the human brain.
Dr. Farrokh Manzouri
,
Christian Meisel
,
Lukas Kunz
,
Matthias Dümpelmann
,
Thomas Stieglitz
,
Andreas Schulze-Bonhage
A Comparison of Machine Learning Classifiers for Energy-Efficient Implementation of Seizure Detection
Evaluates random forest and support-vector-machine seizure detectors, including their energy-efficient microcontroller implementation.
Dr. Farrokh Manzouri
,
Simon Heller
,
Matthias Dümpelmann
,
Peter Woias
,
Andreas Schulze-Bonhage
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