An FPGA-Based Hardware Accelerator for K-Nearest Neighbor Classification for Machine Learning on Mobile Devices.
Mokhles A. MohsinDarshika G. PereraPublished in: HEART (2018)
Keyphrases
- field programmable gate array
- mobile devices
- machine learning
- hardware implementation
- embedded systems
- embedded devices
- hardware architecture
- hardware design
- low cost
- image processing algorithms
- hardware platforms
- parallel computing
- mobile phone
- context aware
- mobile learning
- mobile computing
- machine learning algorithms
- high end
- real time
- machine learning methods
- artificial intelligence
- desktop computers
- decision trees
- mobile applications
- massively parallel
- learning activities
- mobile technologies
- information extraction
- computer vision
- parallel architectures
- hardware and software
- hardware software
- application specific
- computing systems
- hardware architectures
- explanation based learning
- data mining
- computing devices
- text classification
- signal processing
- data analysis
- learning algorithm
- mobile users
- efficient implementation
- learning systems
- computer systems
- knowledge acquisition
- general purpose
- text mining
- active learning
- small screen