Automated EEG analysis of epilepsy: a review

UR Acharya, SV Sree, G Swapna, RJ Martis… - Knowledge-Based …, 2013 - Elsevier
Epilepsy is an electrophysiological disorder of the brain, characterized by recurrent seizures.
Electroencephalogram (EEG) is a test that measures and records the electrical activity of the …

Nonlinear dynamical analysis of EEG and MEG: review of an emerging field

CJ Stam - Clinical neurophysiology, 2005 - Elsevier
Many complex and interesting phenomena in nature are due to nonlinear phenomena. The
theory of nonlinear dynamical systems, also called 'chaos theory', has now progressed to a …

The unconstrained binary quadratic programming problem: a survey

G Kochenberger, JK Hao, F Glover, M Lewis… - Journal of combinatorial …, 2014 - Springer
In recent years the unconstrained binary quadratic program (UBQP) has grown in
importance in the field of combinatorial optimization due to its application potential and its …

Indications of nonlinear deterministic and finite-dimensional structures in time series of brain electrical activity: Dependence on recording region and brain state

RG Andrzejak, K Lehnertz, F Mormann, C Rieke… - Physical Review E, 2001 - APS
We compare dynamical properties of brain electrical activity from different recording regions
and from different physiological and pathological brain states. Using the nonlinear prediction …

Seizure prediction: the long and winding road

F Mormann, RG Andrzejak, CE Elger, K Lehnertz - Brain, 2007 - academic.oup.com
The sudden and apparently unpredictable nature of seizures is one of the most disabling
aspects of the disease epilepsy. A method capable of predicting the occurrence of seizures …

On the predictability of epileptic seizures

F Mormann, T Kreuz, C Rieke, RG Andrzejak… - Clinical …, 2005 - Elsevier
Objective: An important issue in epileptology is the question whether information extracted
from the EEG of epilepsy patients can be used for the prediction of seizures. Several studies …

Epileptic seizure prediction and control

LD Iasemidis - IEEE Transactions on Biomedical Engineering, 2003 - ieeexplore.ieee.org
Epileptic seizures are manifestations of epilepsy, a serious brain dynamical disorder second
only to strokes. Of the world's/spl sim/50 million people with epilepsy, fully 1/3 have seizures …

Automatic epileptic seizure detection in EEGs based on optimized sample entropy and extreme learning machine

Y Song, J Crowcroft, J Zhang - Journal of neuroscience methods, 2012 - Elsevier
Epilepsy is one of the most common neurological disorders–approximately one in every 100
people worldwide are suffering from it. The electroencephalogram (EEG) is the most …

Epileptic seizures are preceded by a decrease in synchronization

F Mormann, T Kreuz, RG Andrzejak, P David… - Epilepsy research, 2003 - Elsevier
The exact mechanisms leading to the occurrence of epileptic seizures in humans are still
poorly understood. It is widely accepted, however, that the process of seizure generation is …

Prediction of epileptic seizures

B Litt, J Echauz - The Lancet Neurology, 2002 - thelancet.com
For almost 40 years, neuroscientists thought that epileptic seizures began abruptly, just a
few seconds before clinical attacks. There is now mounting evidence that seizures develop …