Epileptic Seizure Classification of EEGs Using Time-Frequency Analysis Based Multiscale Radial Basis Functions.
Yang LiXu-Dong WangMei-Lin LuoKe LiXiao-Feng YangQi GuoPublished in: IEEE J. Biomed. Health Informatics (2018)
Keyphrases
- radial basis function
- multiscale
- epileptic seizures
- generalization capabilities
- support vector machine svm
- multi layer perceptron
- support vector
- support vector machine
- radial basis function neural network
- function approximation
- classification accuracy
- pattern classification
- pattern recognition
- feature selection
- rbf network
- neural network
- machine learning
- decision trees
- basis functions
- feature extraction
- wavelet transform
- artificial neural networks
- eeg signals
- text classification
- edge detection
- non stationary
- image processing
- knn
- multilayer perceptron
- multiresolution
- training set
- feature space
- computer vision
- image segmentation