Symbolic Regression on FPGAs for Fast Machine Learning Inference.
Ho Fung TsoiAdrian Alan PolVladimir LoncarEkaterina GovorkovaMiles D. CranmerSridhara DasuPeter ElmerPhilip C. HarrisIsobel OjalvoMaurizio PieriniPublished in: CoRR (2023)
Keyphrases
- symbolic regression
- machine learning
- genetic programming
- gene expression programming
- software package
- evolutionary computation
- decision trees
- parameter optimization
- machine learning algorithms
- learning algorithm
- text mining
- machine learning methods
- grammatical evolution
- transfer learning
- active learning
- fitness function
- semi supervised learning
- text classification
- support vector machine
- evolutionary algorithm
- bayesian networks
- neural network
- field programmable gate array
- feature selection