Classification of mental task from EEG data using neural networks based on particle swarm optimization.
Cheng-Jian LinMing-Hua HsiehPublished in: Neurocomputing (2009)
Keyphrases
- eeg data
- neural network
- particle swarm optimization
- pattern recognition
- eeg signals
- spectral features
- classification accuracy
- brain computer interface
- machine learning
- motor imagery
- support vector
- single trial
- feature space
- feature extraction
- computer vision
- genetic algorithm
- text classification
- nearest neighbor
- decision rules
- extracted features
- training set
- blind source separation
- signal analysis
- feature selection