Title: Automatic detection of epileptic seizures on the intra-cranial electroencephalogram of rats using reservoir computing
Authors: Buteneers, Pieter ×
Verstraeten, David
van Mierlo, Pieter
Wyckhuys, Tine
Stroobandt, Dirk
Raedt, Robrecht
Hallez, Hans
Schrauwen, Benjamin #
Issue Date: Nov-2011
Publisher: Burgverlag
Series Title: Artificial Intelligence in Medicine vol:53 issue:3 pages:215-23
Article number: 10.1016/j.artmed.2011.08.006
Abstract: In this paper we propose a technique based on reservoir computing (RC) to mark epileptic seizures on the intra-cranial electroencephalogram (EEG) of rats. RC is a recurrent neural networks training technique which has been shown to possess good generalization properties with limited training.
ISSN: 0933-3657
Publication status: published
KU Leuven publication type: IT
Appears in Collections:Technologiecluster Computerwetenschappen
Computer Science Technology TC, Technology Campus Ostend
× corresponding author
# (joint) last author

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