Bi-dimensional representation of EEGs for BCI classification using CNN architectures.
Edgar Hernández-GonzálezPilar Gómez-GilErik Bojorges-ValdezManuel Ramírez-CortésPublished in: EMBC (2021)
Keyphrases
- eeg data
- pattern recognition
- classification accuracy
- automatic classification
- classification algorithm
- feature representation
- pattern representation
- motor imagery
- healthy subjects
- signal processing
- decision trees
- convolutional neural network
- feature extraction
- eeg signals
- business intelligence
- classification scheme
- robust classification
- text classification
- brain computer interface
- extracted features
- class labels
- classification models
- machine learning
- support vector machine svm
- multi dimensional
- support vector machine
- support vector
- pattern classification
- classification method
- face detection
- image classification
- brain activity
- color images
- training data
- image processing