Multi-class grasping classifiers using EEG data and a common spatial pattern filter.
Emiko UchiyamaWataru TakanoYoshihiko NakamuraPublished in: Adv. Robotics (2017)
Keyphrases
- multi class
- spatial patterns
- eeg data
- linear classifiers
- binary classifiers
- multiclass classification
- multi class classifiers
- error correcting output codes
- multinomial logistic regression
- visuo motor
- multi class classifier
- brain computer interface
- feature selection
- binary classification tasks
- multi class problems
- binary classification problems
- boosting algorithms
- support vector machine
- independent component analysis
- multiple classes
- pairwise
- spatio temporal
- multi class classification
- binary classification
- multi label classification
- cost sensitive
- kernel logistic regression
- training data
- decision trees
- multi class svm
- spatial distribution
- brain activity
- training set
- support vector
- svm classifier
- eeg signals
- naive bayes
- neural network