Entropic Brain-computer Interfaces - Using fNIRS and EEG to Measure Attentional States in a Bayesian Framework.
Samuel W. HincksSarah BrattSujit PoudelVir V. PhohaRobert J. K. JacobDaniel C. DennettLeanne M. HirshfieldPublished in: PhyCS (2017)
Keyphrases
- bayesian framework
- brain computer interface
- eeg signals
- motor imagery
- prior knowledge
- eeg data
- brain signals
- signal processing
- generative model
- healthy subjects
- event related
- posterior probability
- posterior distribution
- gaussian process
- multimodal interaction
- bayesian formulation
- brain activity
- prior distribution
- computer screen
- evoked potentials
- spinal cord injury
- single trial
- bayesian model
- maximum a posteriori
- expectation maximization
- event related potentials
- similarity measure
- image processing
- visual attention
- motor learning
- pattern recognition