Using SVM to Predict High-Level Cognition from fMRI Data: A Case Study of 4*4 Sudoku Solving.
Jie XiangJunjie ChenHaiyan ZhouYulin QinKuncheng LiNing ZhongPublished in: Brain Informatics (2009)
Keyphrases
- high level
- low level
- support vector
- support vector machine svm
- support vector machine
- higher level
- case study
- multi class
- machine learning
- test bed
- cognitive processes
- classification algorithm
- knn
- generalization ability
- cognitive science
- svm classifier
- artificial intelligence
- programming language
- kernel function
- neural network
- maximum margin
- quadratic programming
- cognitive systems
- cognitive vision
- support vectors
- data sets
- convex quadratic programming
- low level features
- classification method
- k nearest neighbor
- least squares
- feature vectors
- feature space
- search algorithm