Technically, a feature represents a distinguishing property, a recognizable measurement,
and a functional component obtained from a section of a pattern. Extracted features are …

Epilepsy is a neurological disorder with prevalence of about 1-2% of the world's population
(Mormann, Andrzejak, Elger & Lehnertz, 2007). It is characterized by sudden recurrent and …

This study investigates the properties of the brain electrical activity from different recording
regions and physiological states for seizure detection. Neurophysiologists will find the work …

The detection of recorded epileptic seizure activity in EEG segments is crucial for the
localization and classification of epileptic seizures. However, since seizure evolution is …

About 1% of the people in the world suffer from epilepsy. The main characteristic of epilepsy
is the recurrent seizures. Careful analysis of the electroencephalogram (EEG) recordings …

Epilepsy is a common neurological disease that can cause seizures and loss of
consciousness and can have a severe negative impact on long-term cognitive function …

In this study, a hierarchical electroencephalogram (EEG) classification system for epileptic
seizure detection is proposed. The system includes the following three stages:(i) original …

This paper applies genetic programming (GP) to perform automatic feature extraction from
original feature database with the aim of improving the discriminatory performance of a …

Background The spectral information of the EEG signal with respect to epilepsy is examined
in this study. Method In order to assess the impact of the alternative definitions of the …

We present a new technique for detection of epileptiform activity in EEG signals. After
preprocessing of EEG signals we extract representative features in time, frequency and time …