EEG Signal Classification Using Convolutional Neural Networks on Combined Spatial and Temporal Dimensions for BCI Systems.
Ayman M. AnwarAyman M. EldeibPublished in: EMBC (2020)
Keyphrases
- eeg signals
- brain computer interface
- motor imagery
- convolutional neural networks
- classification systems
- healthy subjects
- eeg data
- signal processing
- pattern recognition
- pattern classification
- machine learning
- brain signals
- classification accuracy
- kernel density estimators
- event related potentials
- single trial
- feature vectors
- feature space
- extracted features
- support vector machine
- multiresolution
- support vector
- training data
- three dimensional
- feature selection
- computer vision