Fast KNN Classification Based On Softcore Cpu And Reconfigurable Hardware.
Hui-Ya LiYao-Jung YehWen-Jyi HwangPublished in: Intell. Autom. Soft Comput. (2011)
Keyphrases
- field programmable gate array
- reconfigurable hardware
- knn classification
- knn
- k nearest neighbor
- hardware architecture
- hardware implementation
- distance function
- distance metric
- processing elements
- feature mapping
- embedded systems
- parallel computing
- input space
- image processing algorithms
- nearest neighbor
- graphics processing units
- hardware software
- computing systems
- multithreading
- binary classification
- feature selection
- efficient implementation
- feature space
- text classification
- support vector
- massively parallel
- distance measure
- neural network
- similarity search
- evolutionary algorithm
- low cost
- distributed systems
- machine learning