EMD-BSS: A hybrid methodology combining Empirical Mode Decomposition and Blind Source Separation to eliminate the ocular artifacts from EEG recordings.
Hamza MassarChristos StergiadisBenayad NsiriTaoufiq Belhoussine DrissiManousos A. KladosPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- empirical mode decomposition
- blind source separation
- non stationary
- eeg data
- brain computer interface
- eeg signals
- independent component analysis
- mixing matrix
- source separation
- blind separation
- single channel
- intrinsic mode functions
- signal processing
- source signals
- independent components
- pattern recognition
- speech signal
- hilbert huang transform
- hilbert transform
- negative matrix factorization
- wavelet decomposition
- multi channel
- wavelet transform
- image data
- multiresolution