Non-Gaussianity Detection of EEG Signals Based on a Multivariate Scale Mixture Model for Diagnosis of Epileptic Seizures.
Akira FuruiRyota OnishiAkihito TakeuchiTomoyuki AkiyamaToshio TsujiPublished in: IEEE Trans. Biomed. Eng. (2021)
Keyphrases
- epileptic seizures
- mixture model
- eeg signals
- em algorithm
- gaussian mixture model
- probabilistic model
- density estimation
- generative model
- finite mixture models
- brain activity
- mixture modeling
- maximum likelihood
- signal processing
- model selection
- unsupervised learning
- language model
- event related potentials
- expectation maximization
- probability density function
- probabilistic mixture model
- gaussian mixture
- regression model
- information retrieval
- pattern recognition
- decision trees
- neural network