Predicting EEG single trial responses with simultaneous fMRI and Relevance Vector Machine regression.
Federico De MartinoAline W. de BorstGiancarlo ValenteRainer GoebelElia FormisanoPublished in: NeuroImage (2011)
Keyphrases
- relevance vector machine
- single trial
- event related
- healthy subjects
- gaussian processes
- brain computer interface
- sparse bayesian learning
- bayesian learning
- spatial filters
- nonlinear regression
- support vector machine
- functional magnetic resonance imaging
- brain activity
- eeg data
- active learning
- hand movements
- linear regression
- positive data
- data analysis
- eeg signals
- brain regions
- human brain
- extracted features
- regression methods
- data sets
- gaussian process
- software engineering
- image segmentation