Scalable and dynamically updatable lookup engine for decision-trees on FPGA.
Yun Rock QuViktor K. PrasannaPublished in: HPEC (2014)
Keyphrases
- decision trees
- decision tree induction
- field programmable gate array
- predictive accuracy
- hardware implementation
- machine learning
- web scale
- random forest
- data mining methods
- high speed
- low cost
- training data
- real time image processing
- rule sets
- machine learning algorithms
- naive bayes
- ensemble methods
- signal processing
- software implementation
- highly scalable
- neural network
- decision tree learning
- verilog hdl
- attribute selection
- hardware design
- feature construction
- active rules
- rule induction
- embedded systems
- decision rules
- lightweight