Reconstruction of Temporal Movement from Single-trial Non-invasive Brain Activity: A Hierarchical Bayesian Method.
Akihiro TodaHiroshi ImamizuMasa-aki SatoYasuhiro WadaMitsuo KawatoPublished in: ICONIP (2) (2007)
Keyphrases
- brain activity
- brain computer interface
- bayesian methods
- event related
- eeg data
- signal processing
- healthy subjects
- hand movements
- eeg signals
- gaussian processes
- bayesian framework
- image reconstruction
- model selection
- machine learning
- human subjects
- high resolution
- multiscale
- cognitive states
- spatial filters
- functional magnetic resonance imaging
- image processing
- learning algorithm
- human brain
- active learning
- computer vision