Reliability of Mental Workload Index Assessed by EEG with Different Electrode Configurations and Signal Pre-Processing Pipelines.
Alfonso MastropietroIleana PirovanoAlessio MarcianoSimone PorcelliGiovanna RizzoPublished in: Sensors (2023)
Keyphrases
- preprocessing
- signal processing
- index selection
- single channel
- signal acquisition
- response time
- post processing
- index structure
- high frequency
- non stationary
- feature extraction
- big data
- pre processed
- original signal
- data mining algorithms
- b tree
- preprocessing step
- physical design
- eeg signals
- mental states
- brain computer interface
- multi channel
- independent component analysis
- inverted index
- blind source separation
- compressive sensing
- frequency band
- human intelligence
- database
- eeg data
- electric field
- data analysis
- data structure
- epileptic seizures
- image processing