Predictive classification of self-paced upper-limb analytical movements with EEG.
Jaime IbáñezJose Ignacio SerranoM. Dolores del CastilloJ. MinguezJosé Luis PonsPublished in: Medical Biol. Eng. Comput. (2015)
Keyphrases
- brain computer interface
- eeg data
- eeg signals
- classification scheme
- pattern recognition
- classification accuracy
- motor imagery
- training set
- decision trees
- classification systems
- feature vectors
- feature space
- preprocessing
- machine learning algorithms
- classification method
- brain activity
- automatic classification
- classification models
- pattern classification
- machine learning
- support vector machine svm
- text classification
- image classification
- support vector
- feature selection
- machine learning methods
- benchmark datasets
- classification rate
- classification process
- emotional intelligence
- predictive modeling
- feature extraction