CHIP-KNNv2: A Configurable and High-Performance K-Nearest Neighbors Accelerator on HBM-based FPGAs.
Kenneth LiuAlec LuKartik SamtaniZhenman FangLicheng GuoPublished in: ACM Trans. Reconfigurable Technol. Syst. (2023)
Keyphrases
- k nearest neighbor
- field programmable gate array
- knn
- application specific integrated circuits
- signal processor
- nearest neighbor
- reconfigurable hardware
- hardware implementation
- embedded systems
- low cost
- signal processing
- classification algorithm
- support vector machine
- single chip
- parallel computing
- feature selection
- neural network
- parallel implementation
- image processing
- distance function
- image processing algorithms
- nearest neighbor algorithm
- hardware software
- k nearest
- bayes error
- input space
- text classification
- massively parallel
- multi dimensional
- text mining
- high dimensional
- data sets