Automatic detection of epileptic seizures on the intra-cranial electroencephalogram of rats using reservoir computing
Buteneers, Pieter × Verstraeten, David van Mierlo, Pieter Wyckhuys, Tine Stroobandt, Dirk Raedt, Robrecht Hallez, Hans Schrauwen, Benjamin #
Artificial Intelligence in Medicine vol:53 issue:3 pages:215-23
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.