Distinguishing mental attention states of humans via an EEG-based passive BCI using machine learning methods.
Çigdem Inan AciMurat KayaYuriy MishchenkoPublished in: Expert Syst. Appl. (2019)
Keyphrases
- brain computer interface
- motor imagery
- brain signals
- signal processing
- eeg data
- healthy subjects
- single trial
- spinal cord injury
- event related potentials
- evoked potentials
- eeg signals
- human intelligence
- information transfer
- event related
- brain activity
- visual attention
- human cognition
- focus of attention
- frequency ranges
- mental states
- online training
- brain wave
- human subjects
- pattern recognition
- information processing
- independent component analysis
- machine vision systems
- human brain
- visual stimuli
- human behavior
- human users
- artificial agents
- machine learning