SparseHD: Algorithm-Hardware Co-optimization for Efficient High-Dimensional Computing.
Mohsen ImaniSahand SalamatBehnam KhaleghiMohammad SamraghFarinaz KoushanfarTajana RosingPublished in: FCCM (2019)
Keyphrases
- parallel architectures
- optimization algorithm
- detection algorithm
- optimization process
- preprocessing
- similarity measure
- hardware implementation
- np hard
- cost function
- objective function
- high dimensional
- optimization method
- computational complexity
- search space
- optimal solution
- high efficiency
- segmentation algorithm
- computationally efficient
- optimization model
- optimization problems
- high accuracy
- experimental evaluation
- efficient computation
- single pass
- dimensional data
- multi objective
- highly efficient
- learning algorithm
- hardware and software
- noisy data
- combinatorial optimization
- ant colony optimization
- expectation maximization
- particle swarm optimization
- low cost
- computational cost
- dynamic programming