Performance Evaluation of a P300 Brain-Computer Interface Using a Kernel Extreme Learning Machine Classifier.
Christian FloresChristian FonsecaDavid AchanccarayJavier Andreu-PerezPublished in: SMC (2018)
Keyphrases
- brain computer interface
- extreme learning machine
- gaussian processes
- support vector regression
- support vector
- motor imagery
- feature space
- support vector machine
- feedforward neural networks
- kernel function
- feed forward neural networks
- neural network
- evoked potentials
- kernel methods
- eeg signals
- training data
- signal processing
- hidden nodes
- training samples
- single layer
- learning algorithm
- event related potentials
- ensemble learning
- variable selection
- classification accuracy
- high dimensional
- image processing
- computer vision
- activation function
- neural nets
- eeg data
- input space
- basis functions