An FPGA Based Accelerator for Clustering Algorithms With Custom Instructions.
Chao WangLei GongFahui JiaXuehai ZhouPublished in: IEEE Trans. Computers (2021)
Keyphrases
- clustering algorithm
- field programmable gate array
- application specific
- k means
- domain specific
- hardware implementation
- data clustering
- cluster analysis
- fuzzy c means
- parallel implementation
- fuzzy clustering
- document clustering
- density based clustering algorithm
- embedded systems
- clustering method
- density based clustering
- hardware design
- unsupervised clustering
- general purpose
- video processing
- incremental clustering
- clustering framework
- graph clustering
- simultaneous clustering
- alternative clusterings
- information retrieval
- constrained clustering
- clustering quality
- computer programs
- graph partitioning
- parallel computing
- image processing algorithms
- spectral clustering