Deep CNN-based classification of motor imagery tasks from EEG signals using 2D wavelet transformed images of adaptively reconstructed signals from MVMD decomposed modes.
N. AlizadehSajjad AfrakhtehMohammad Reza MosaviPublished in: Int. J. Imaging Syst. Technol. (2023)
Keyphrases
- eeg signals
- motor imagery
- signal processing
- brain computer interface
- eeg data
- healthy subjects
- brain activity
- multiscale
- transformed images
- wavelet transform
- linear discriminant classifier
- neural network
- independent component analysis
- electrical activity
- pattern recognition
- test images
- image classification
- brain signals
- image processing