Online Kernel SVM for real-time fMRI brain state prediction.
Yongxin Taylor XiHao XuRay LeePeter J. RamadgePublished in: ICASSP (2011)
Keyphrases
- real time
- support vector
- kernel function
- human brain
- prediction accuracy
- brain activity
- feature selection
- activation detection
- kernel methods
- functional magnetic resonance imaging
- support vector machine svm
- machine learning
- online learning
- kernel parameters
- least squares support vector machine
- event related
- data analysis
- svm classifier
- prediction model
- brain images
- knn
- cognitive states
- decision function
- brain imaging
- resting state fmri