A Comparison of Genetic Algorithm & Neural Network (MLP) In Patient Specific Classification of Epilepsy Risk Levels from EEG
Signals IEE- MATLAB

Abstract This paper is aimed to compare the performance of a
Genetic Algorithm (GA) and Multi- Layer Perceptron (MLP)
Neural network in the classification of epilepsy risk level from
Electroencephalogram (EEG) signal parameters. The epilepsy risk
level is classified based on the extracted parameters like energy,
variance, peaks, sharp and spike waves, duration, events and covariance ....etc

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Tumour is defined as the abnormal growth of the tissues.
Brain tumor is an abnormal mass of tissue in which cells grow
and multiply uncontrollably, seemingly unchecked by the
mechanisms that control normal cells. Brain tumors can be
primary or metastatic, and either malignant or benign. A
metastatic brain tumor is a cancer that has spread from
elsewhere in the body to the brain
Epilepsy is a brain disorder in which clusters of nerve cells,
or neurons, in the brain sometimes signal abnormally.
Neurons normally generate electrochemical i ....etc

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Epilepsy



Introduction
1.1 Epilepsy
Epilepsy is one of the most common neurological disorders with a prevalence of 0.6-0.8% of the world population. Two thirds of the patients achieve sufficient seizure control from anticonvulsive medication, and another 8-10% could benefit from respective surgery. For the remaining 25% of patients, no sufficient treatment is currently available. The epilepsy is characterized by a sudden and recurrent malfunction of the Brain, which is termed s ....etc

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CHAPTER 1

NEUROPROSTHETICS
INTRODUCTION:
Neuroprosthetics (also called Neural Prosthetics) is a discipline related to neuroscience and biomedical engineering concerned with developing neural prostheses, artificial implantable devices to replace or improve the function of an impaired nervous system.
Neuroprosthetics are the set of physical devices that interact with the brain or other neural tissue to augment, restore, or otherwise impact function.

Neuroprosthetics are electrical stimulation technologies that replace or assist damage ....etc

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Brain Gate
INTRODUCTION
Brain Gate was developed by the bio-tech company Cyberkinetics in 2003 in Conjunction with the department of Neuroscience Brown University. The device was designed to help those who have lost control of their limbs or other body function. The computer chip which is implanted into the brain, monitors brain activity in the patient and convert the intension of the user into computer hand. Currently the chip used 100 hair-thin electrodes that hear neurons firing in specific area of the brain. For e.g.: the ....etc

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ABSTRACT
Brain Gate was developed by the bio-tech company Cyberkinetics in 2003 in Conjunction with the department of Neuroscience Brown University.
The device was designed to help those who have lost control of their limbs or other body function. The computer chip which is implanted into the brain, monitors brain activity in the patient and convert the intension of the user into computer hands. Currently the chip used 100 hair-thin electrodes that hear neurons firing in specific area of the brain. For e.g.: the area that ....etc

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ABSTRACT
Brain Gate was developed by the bio-tech company Cyberkinetics in 2003 in Conjunction with the department of Neuroscience Brown University.
The device was designed to help those who have lost control of their limbs or other body function. The computer chip which is implanted into the brain, monitors brain activity in the patient and convert the intension of the user into computer hands. Currently the chip used 100 hair-thin electrodes that hear neurons firing in specific area of the brain. For e.g.: the area that ....etc

[:=Read Full Message Here=:]

brain gate seminar topic with power point presentation

BrainGate is a brain implant system developed by the bio-tech company Cyberkinetics in 2003 in conjunction with the Department of Neuroscience at Brown University. The device was designed to help those who have lost control of their limbs, or other bodily functions, such as patients with amyotrophic lateral sclerosis (ALS) or spinal cord injury. The computer chip, which is implanted into the brain, monitors brain activity in the patient and converts the intention of the user into computer ....etc

[:=Read Full Message Here=:]

Epilepsy



Introduction
1.1 Epilepsy
Epilepsy is one of the most common neurological disorders with a prevalence of 0.6-0.8% of the world population. Two thirds of the patients achieve sufficient seizure control from anticonvulsive medication, and another 8-10% could benefit from respective surgery. For the remaining 25% of patients, no sufficient treatment is currently available. The epilepsy is characterized by a sudden and recurrent malfunction of the Brain, which is termed s ....etc

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ABSTRACT
A Brain-Computer interface is a device which enables people to interact with computer-based systems through conscious control of their thoughts. BCI is any system which can derive meaningful information directly from the user s brain activity in real time. The current and the most important application of a BCI is the restoration of communication channel for patients with locked-in-syndrome. Most current BCIs are not invasive. The electrodes pick up the brain s electrical activity and carry it into amplifiers. Thes ....etc

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