The Generalized Sleep Spindles Detector: A Generative Model Approach on Single-Channel EEGs.
Carlos A. LozaJosé C. PríncipePublished in: IWANN (1) (2019)
Keyphrases
- generative model
- healthy subjects
- single channel
- eeg signals
- multi channel
- brain activity
- brain computer interface
- probabilistic model
- prior knowledge
- independent component analysis
- prior information
- signal processing
- extracted features
- frequency domain
- wiener filter
- true positive rate
- diffusion tensor imaging
- detection algorithm
- em algorithm
- semi supervised
- object recognition
- pattern recognition
- machine learning
- functional magnetic resonance imaging
- active learning
- high resolution
- similarity measure