A Binary Correlation Matrix Memory k-NN Classifier with Hardware Implementation.
Ping ZhouJim AustinJohn KennedyPublished in: BMVC (1998)
Keyphrases
- hardware implementation
- knn
- correlation matrix
- k nearest neighbour
- k nearest neighbor
- memory management
- mixed data
- k nearest
- nearest neighbor
- support vector machine
- efficient implementation
- covariance matrix
- feature selection
- signal processing
- nearest neighbour
- random matrix theory
- text categorization
- hardware architecture
- singular value decomposition
- similarity search
- distance function
- nearest neighbor algorithm
- support vector machine svm
- training data
- processing elements
- image processing algorithms
- field programmable gate array
- parallel architecture
- svm classifier
- voting methods
- text classification
- class labels
- feature set
- feature space
- decision trees
- learning algorithm
- naive bayes classifier
- principal components
- machine learning
- training set
- support vector