A Scalable FPGA Engine for Parallel Acceleration of Singular Value Decomposition.
Yu WangJeong-Jun LeeYu DingPeng LiPublished in: ISQED (2020)
Keyphrases
- singular value decomposition
- parallel hardware
- least squares
- low rank
- latent semantic indexing
- singular values
- dimension reduction
- reconstruction error
- dimensionality reduction
- signal processing
- null space
- low rank approximation
- latent semantic analysis
- principal component analysis
- pipelined architecture
- data matrix
- field programmable gate array
- parallel computing
- factorization method
- hardware implementation
- low rank matrix
- measurement matrix
- feature extraction
- information retrieval