Decoding Spontaneous Brain Activity from fMRI Using Gaussian Processes: Tracking Brain Reactivation.
Jessica SchrouffCaroline KusséLouis WehenkelPierre MaquetChristophe PhillipsPublished in: PRNI (2012)
Keyphrases
- brain activity
- gaussian processes
- functional magnetic resonance imaging
- functional mri
- gaussian process
- activation detection
- event related
- brain mapping
- human brain
- resting state
- cognitive states
- human subjects
- brain regions
- eeg signals
- brain computer interface
- multi task
- particle filter
- cortical areas
- brain activation
- brain images
- brain imaging
- hyperparameters
- data analysis
- machine learning
- magnetic resonance imaging
- closed form
- model selection
- computer vision