Time-Frequency Analysis of Scalp EEG With Hilbert-Huang Transform and Deep Learning.
Jingyi ZhengMingli LiangSujata SinhaLinqiang GeWei YuArne D. EkstromFushing HsiehPublished in: IEEE J. Biomed. Health Informatics (2022)
Keyphrases
- deep learning
- eeg signals
- hilbert huang transform
- empirical mode decomposition
- signal analysis
- eeg data
- hilbert transform
- brain computer interface
- intrinsic mode functions
- unsupervised learning
- feature extraction
- non stationary
- single trial
- unsupervised feature learning
- signal processing
- brain activity
- weakly supervised
- mental models
- machine learning
- independent component analysis
- blind source separation
- active learning
- extracted features
- training set
- pattern recognition
- computer vision