A Bayesian Framework for Intent Detection and Stimulation Selection in SSVEP BCIs.
Matt HiggerMurat AkçakayaHooman NezamfarGerald LaMountainUmut OrhanDeniz ErdogmusPublished in: IEEE Signal Process. Lett. (2015)
Keyphrases
- bayesian framework
- brain computer interface
- evoked potentials
- steady state visual evoked
- prior knowledge
- generative model
- hyperparameters
- posterior probability
- bayesian model
- maximum a posteriori
- posterior distribution
- gaussian process
- signal processing
- object detection
- bayesian formulation
- bayesian methods
- eeg signals
- prior distribution
- expectation maximization