Singular spectrum analysis as a preprocessing filtering step for fNIRS brain computer interfaces.
Loukianos SpyrouYvonne BloklandJason FarquharJorgen BruhnPublished in: EUSIPCO (2014)
Keyphrases
- brain computer interface
- preprocessing
- singular spectrum analysis
- data preprocessing
- preprocessing step
- complex valued
- signal processing
- eeg signals
- healthy subjects
- evoked potentials
- multimodal interaction
- support vector regression
- image processing
- eeg data
- motor imagery
- change point detection
- genetic algorithm
- spinal cord injury
- hidden markov models
- feature extraction
- feature selection