Can Brain-Computer Interfaces Replace Virtual Reality Controllers? A Machine Learning Movement Prediction Model during Virtual Reality Simulation Using EEG Recordings.
Jacob KritikosAlexandros MakrypidisAristomenis AlevizopoulosGeorgios AlevizopoulosDimitris KoutsourisPublished in: Virtual Worlds (2023)
Keyphrases
- virtual reality
- brain computer interface
- prediction model
- machine learning
- evoked potentials
- virtual environment
- eeg signals
- virtual humans
- motor imagery
- single trial
- healthy subjects
- signal processing
- eeg data
- virtual training
- augmented reality
- regression model
- brain signals
- event related
- spinal cord injury
- virtual world
- visuo motor
- virtual reality technology
- three dimensional
- interactive virtual
- computer generated forces
- computer graphics
- neural network
- multi sensory
- virtual museum
- virtual laboratory
- computer animation
- collaborative virtual environments
- pattern recognition
- brain activity
- image processing
- virtual space
- simulation model
- human computer interaction
- knowledge discovery
- control system
- feature selection
- data mining
- tangible user interface