Utilizing temporal information in fMRI decoding: Classifier using kernel regression methods.
Carlton ChuJanaina Mourão MirandaYu-Chin ChiuNikolaus KriegeskorteGeoffrey C. Y. TanJohn AshburnerPublished in: NeuroImage (2011)
Keyphrases
- temporal information
- regression methods
- kernel regression
- regression method
- k nearest neighbour
- regression model
- linear regression
- support vector
- feature space
- logistic regression
- temporal reasoning
- kernel function
- knn
- spatial information
- video sequences
- support vector machine
- training data
- partial least squares
- data analysis
- information gain
- temporal expressions
- temporal dimension
- feature selection
- contextual information
- active learning
- decision trees
- svm classifier
- k nearest neighbor
- least squares
- visual information
- naive bayes
- support vector machine svm
- support vector regression
- feature set
- artificial neural networks
- training set
- machine learning