Analog VLSI implementation of support vector machine learning and classification.
Sheng-Yu PengBradley A. MinchPaul E. HaslerPublished in: ISCAS (2008)
Keyphrases
- support vector
- machine learning
- analog vlsi
- support vector machine
- classification accuracy
- feature selection
- machine learning methods
- pattern recognition
- machine learning algorithms
- generalization ability
- decision trees
- supervised learning
- kernel methods
- text classification
- model selection
- svm classifier
- image classification
- computer vision
- supervised classification
- logistic regression
- feature vectors
- cross validation
- machine learning approaches
- mercer kernels
- support vector machine svm
- training examples
- soft margin
- supervised machine learning
- cost sensitive
- multi class classification
- learning machines
- feature space
- real time
- learning algorithm
- support vectors
- training data
- binary classification
- training set
- hyperplane
- learning tasks
- semi supervised
- image registration
- vision system