HLS-Based Flexible Hardware Accelerator for PCA Algorithm on a Low-Cost ZYNQ SoC.
Mohammad Amir MansooriMario R. CasuPublished in: NORCAS (2019)
Keyphrases
- low cost
- experimental evaluation
- preprocessing
- hardware and software
- k means
- cost function
- learning algorithm
- optimization algorithm
- highly efficient
- dynamic programming
- hardware implementation
- search space
- optimal solution
- objective function
- detection algorithm
- clustering method
- segmentation algorithm
- times faster
- expectation maximization
- real time
- low power
- parallel implementation
- negative matrix factorization
- probabilistic model
- computer systems
- high accuracy
- computational cost
- np hard
- significant improvement
- similarity measure
- neural network