Analytical approach to the temporal changes in NIRS signals to separate hemodynamic change from brain activity.
Keiko FukudaHiroki TakemotoAkira IkedaPublished in: EMBC (2016)
Keyphrases
- brain activity
- event related
- functional magnetic resonance imaging
- functional mri
- human brain
- eeg signals
- cognitive states
- human subjects
- correlation analysis
- high dimensional
- temporal information
- brain computer interface
- data analysis
- temporal constraints
- pattern classification
- signal processing
- temporal reasoning
- brain regions
- activation detection
- white matter
- temporal patterns
- brain images
- spatial correlation
- human computer interaction
- healthy subjects
- machine learning