Unsupervised Feature Representation of Sleep EEG Data with Transient Deep Boltzmann Machine.
Muhammad Zohaib Hassan ShahTengzi LiuYina WeiDongping YangPublished in: EMBC (2023)
Keyphrases
- feature representation
- boltzmann machine
- deep belief networks
- eeg data
- eeg signals
- feature representations
- unsupervised learning
- deep learning
- generative model
- brain computer interface
- maximum likelihood estimation
- independent component analysis
- feature extraction
- face recognition
- restricted boltzmann machine
- probabilistic model
- hierarchical models
- global constraints
- signal processing
- low dimensional
- learning rules
- semi supervised
- feature set
- machine learning
- feature descriptors
- sparse representation
- brain activity
- pattern recognition
- data sets