Automated Sleep Spindle detection using novel EEG features and mixture models.
Chanakya Reddy PattiRamiro Chaparro-VargasDean CvetkovicPublished in: EMBC (2014)
Keyphrases
- mixture model
- eeg signals
- gaussian mixture model
- em algorithm
- probabilistic model
- feature vectors
- density estimation
- feature set
- maximum likelihood
- expectation maximization
- signal processing
- model selection
- mixture modeling
- image features
- finite mixtures
- generative model
- unsupervised learning
- log linear models
- feature extraction
- sleep stage
- extracted features
- detection algorithm
- language model
- high dimensional