FPDeep: Scalable Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters.
Tianqi WangTong GengAng LiXi JinMartin C. HerbordtPublished in: IEEE Trans. Computers (2020)
Keyphrases
- clustering algorithm
- training set
- training phase
- signal processing
- parallel architecture
- test set
- online learning
- training samples
- cellular neural networks
- data points
- high speed
- training process
- fuzzy clustering
- cluster analysis
- efficient implementation
- training algorithm
- data flow
- subspace clustering
- low cost
- field programmable gate array
- single chip
- training examples