A Computational-Efficient Deformable Convolution Network Accelerator via Hardware and Algorithm Co-Optimization.
Shan LiShan CaoLanqing HuiZhiyuan JiangYanzan SunShugong XuPublished in: SiPS (2022)
Keyphrases
- optimization algorithm
- dynamic programming
- optimization process
- learning algorithm
- single pass
- k means
- computational cost
- high efficiency
- computationally efficient
- detection algorithm
- cost function
- wireless sensor networks
- image processing
- highly efficient
- hardware implementation
- parallel implementation
- optimization method
- constrained optimization
- search space
- mathematical programming
- convergence rate
- matching algorithm
- objective function
- complexity analysis
- simulated annealing
- worst case
- preprocessing
- real time
- vlsi implementation
- hardware architecture
- hardware and software
- segmentation algorithm
- particle swarm optimization
- linear programming
- low cost
- evolutionary algorithm