Under-sampling and Classification of P300 Single-Trials using Self-Organized Maps and Deep Neural Networks for a Speller BCI.
Sergio A. CortezChristian FloresJavier Andreu-PerezPublished in: SMC (2020)
Keyphrases
- motor imagery
- neural network
- pattern recognition
- brain computer interface
- automatic classification
- feature extraction
- signal processing
- learning vector quantization
- support vector
- artificial neural networks
- classification scheme
- feature selection
- decision trees
- decision rules
- support vector machine
- training set
- feature maps
- image classification
- text classification
- training data
- training samples
- multi layer perceptron
- class labels
- classification algorithm
- neural network model
- neural nets
- extracted features
- unsupervised learning
- rule extraction
- complex systems
- benchmark datasets
- supervised learning
- fuzzy logic
- feature vectors
- computer vision