Vector-Matrix Multiply and Winner-Take-All as an Analog Classifier.
Shubha RamakrishnanJennifer HaslerPublished in: IEEE Trans. Very Large Scale Integr. Syst. (2014)
Keyphrases
- sparse matrix
- classification process
- training data
- floating point
- linear classifiers
- decision trees
- feature selection
- eigenvalues and eigenvectors
- competitive learning
- class labels
- classification scheme
- successive approximation
- rows and columns
- classification method
- svm classifier
- feature space
- support vector machine
- vector space
- singular value decomposition
- classification rate
- training examples
- transformation matrix
- dot product
- input vectors
- matrix representation
- symmetric matrices
- support vector
- symmetric matrix
- analog vlsi
- pairwise
- active learning
- training samples
- learning classifier systems
- neural network
- covariance matrix