A micropower support vector machine based seizure detection architecture embedded medical devices

Implantable neurostimulators for the treatment of epilepsy that are capable of sensing seizures can enable novel therapeutic applications. However, detecting seizures is challenging due to significant intracranial EEG signal variability across patients. In this paper, we illustrate how a machine-lea...

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Bibliographic Details
Main Authors: Denison, Timothy, Panken, Eric, Carlson, Dave, Shoeb, Ali H.
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:en_US
Published: Institute of Electrical and Electronics Engineers 2010
Online Access:http://hdl.handle.net/1721.1/54725