Speeding up SVM training in brain-computer interfaces.
David LeeHee-Jae LeeSang-Hoon ParkWoo-Hyuk JungJae-Ho KimSang-Goog LeePublished in: EMBC (2017)
Keyphrases
- brain computer interface
- svm training
- generalization ability
- support vector machine
- support vectors
- kernel methods
- svm classification
- signal processing
- eeg signals
- training procedure
- evoked potentials
- stochastic gradient descent
- spinal cord injury
- brain signals
- eeg data
- decomposition method
- training algorithm
- artificial neural networks
- learning algorithm
- neural network
- imbalanced data
- feature space
- training data
- training examples
- small number
- support vector