The unilateral upper limb classification from fMRI-weighted EEG signals using convolutional neural network.
Banghua YangJun MaWenzheng QiuJian ZhangXiaofan WangPublished in: Biomed. Signal Process. Control. (2022)
Keyphrases
- eeg signals
- convolutional neural network
- brain activity
- healthy subjects
- signal processing
- brain computer interface
- pattern recognition
- motor imagery
- eeg data
- support vector machine
- classification accuracy
- kernel density estimators
- image classification
- support vector
- machine learning
- feature extraction
- extracted features
- linear discriminant classifier
- face detection
- electrical activity
- event related
- event related potentials
- functional magnetic resonance imaging
- pattern classification
- gray level
- support vector machine svm
- high dimensional
- training set
- data analysis
- image segmentation
- image processing
- feature selection