Using Real-Time fMRI to Control a Dynamical System by Brain Activity Classification.
Anders EklundHenrik OhlssonMats T. AnderssonJoakim RydellAnders YnnermanHans KnutssonPublished in: MICCAI (1) (2009)
Keyphrases
- brain activity
- dynamical systems
- functional magnetic resonance imaging
- real time
- eeg signals
- resting state
- functional mri
- control system
- activation detection
- human brain
- brain activation
- event related
- pattern classification
- classification accuracy
- state space
- nonlinear dynamical systems
- differential equations
- nonlinear dynamics
- cognitive states
- data analysis
- brain mapping
- machine learning
- feature vectors
- dynamical behavior
- eeg data
- brain regions
- human subjects
- immune network
- pattern recognition
- phase space
- feature space
- healthy subjects
- computer vision
- feature selection
- predictive state representations
- image processing
- brain computer interface
- high dimensional