Automatic detection of epileptic seizures on the intra-cranial electroencephalogram of rats using reservoir computing

摘要

IntroductionIn 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.