Accelerating Machine-Learning Algorithms on FPGAs using Pattern-Based Decomposition.
Karthik NagarajanBrian HollandAlan D. GeorgeK. Clint SlattonHerman LamPublished in: J. Signal Process. Syst. (2011)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- predictive accuracy
- machine learning
- decision trees
- machine learning methods
- learning problems
- learning tasks
- random forests
- machine learning systems
- machine learning models
- machine learning approaches
- input features
- learning systems
- learning models
- field programmable gate array
- statistical machine learning
- active learning
- hardware software
- multiclass classification
- hardware implementation
- learning environment
- transfer learning
- pairwise
- domain specific