Classifying Epilepsy Diseases Using Artificial Neural Networks and Genetic Algorithm

@article{Koer2009ClassifyingED,
  title={Classifying Epilepsy Diseases Using Artificial Neural Networks and Genetic Algorithm},
  author={Sabri Koçer and M. Rahmi Canal},
  journal={Journal of Medical Systems},
  year={2009},
  volume={35},
  pages={489-498}
}
In this study, FFT analysis is applied to the EEG signals of the normal and patient subjects and the obtained FFT coefficients are used as inputs in Artificial Neural Network (ANN). The differences shown by the non-stationary random signals such as EEG signals in cases of health and sickness (epilepsy) were evaluated and tried to be analyzed under computer-supported conditions by using artificial neural networks. Multi-Layer Perceptron (MLP) architecture is used Levenberg-Marquardt (LM… CONTINUE READING