A High-Performance and Flexible FPGA Inference Accelerator for Decision Forests Based on Prior Feature Space Partitioning.
Thiem Van ChuRyuichi KitajimaKazushi KawamuraJaehoon YuMasato MotomuraPublished in: FPT (2021)
Keyphrases
- space partitioning
- decision forest
- field programmable gate array
- index structure
- oblique decision trees
- high dimensional spaces
- feature vectors
- decision trees
- high dimensional
- multi dimensional
- hardware implementation
- prediction accuracy
- random forests
- similarity search
- image features
- classification accuracy
- data structure
- database systems