Algorithm for automatic EEG classification according to the epilepsy type: Benign focal childhood epilepsy and structural focal epilepsy.
Andrius Vytautas Misiukas MisiunasTadas MeskauskasRuta SamaitienePublished in: Biomed. Signal Process. Control. (2019)
Keyphrases
- eeg signals
- classification algorithm
- eeg data
- healthy subjects
- extracted features
- detection algorithm
- preprocessing
- matching algorithm
- learning algorithm
- search space
- recognition algorithm
- classification method
- expectation maximization
- pattern recognition
- computational complexity
- classification accuracy
- dynamic programming
- cost function
- brain computer interface
- support vector
- logistic regression
- optimal solution
- k means
- signal processing
- motor imagery
- temporal lobe epilepsy
- classification scheme
- image classification
- simulated annealing
- worst case
- supervised learning
- np hard
- feature selection