Diagnosis of Epilepsy from Electroencephalography Signals Using Multilayer Perceptron and Elman Artificial Neural Networks and Wavelet Transform.
Hakan IsikEsma SezerPublished in: J. Medical Syst. (2012)
Keyphrases
- multilayer perceptron
- eeg signals
- artificial neural networks
- wavelet transform
- neural network model
- eeg data
- hidden layer
- recurrent neural networks
- neural network
- back propagation
- elman network
- multiresolution
- signal processing
- image coding
- independent component analysis
- radial basis function
- brain computer interface
- image compression
- multiscale
- healthy subjects
- activation function
- subband
- computational intelligence
- fault diagnosis
- feed forward neural networks
- brain activity
- feedforward neural networks
- probabilistic neural networks
- feed forward
- input vector
- neuro fuzzy models
- input variables
- image processing
- feature extraction
- modular neural network
- soft threshold
- elman neural network
- rbf neural network
- pattern recognition
- blind source separation
- backpropagation algorithm
- extracted features
- autoregressive
- probabilistic neural network
- fault detection
- recurrent networks
- computer vision
- genetic algorithm
- data sets