Single-trial coupling of EEG and fMRI reveals the involvement of early anterior cingulate cortex activation in effortful decision making.
Christoph MulertChristian SeifertGregor LeichtValerie KirschMatthias ErtlSusanne KarchMatthias MoosmannJürgen LutzHans-Jürgen MöllerUlrich HegerlOliver PogarellLorenz JägerPublished in: NeuroImage (2008)
Keyphrases
- single trial
- prefrontal cortex
- healthy subjects
- resting state
- decision making
- functional magnetic resonance imaging
- event related
- human brain
- brain regions
- brain computer interface
- information processing
- diffusion tensor imaging
- brain activity
- functional mri
- activation patterns
- basal ganglia
- functional connectivity
- extracted features
- action selection
- eeg signals
- activation detection
- data mining
- data analysis
- correlation analysis
- eeg data
- pattern classification
- active learning
- brain images
- human subjects
- signal processing
- high dimensional
- resting state fmri
- diffusion tensor
- spatial correlation
- multiresolution
- pattern recognition