Co-design Hardware and Algorithm for Vector Search.
Wenqi JiangShigang LiYu ZhuJohannes de Fine LichtZhenhao HeRunbin ShiCédric RenggliShuai ZhangTheodoros RekatsinasTorsten HoeflerGustavo AlonsoPublished in: CoRR (2023)
Keyphrases
- search space
- search strategy
- times faster
- detection algorithm
- computational complexity
- preprocessing
- k means
- improved algorithm
- computational cost
- learning algorithm
- theoretical analysis
- dynamic programming
- cost function
- significant improvement
- search algorithm
- optimal solution
- high accuracy
- hardware implementation
- recognition algorithm
- segmentation algorithm
- depth first search
- global search
- parallel implementation
- convergence rate
- neural network
- vlsi implementation
- path planning
- clustering method
- optimization algorithm
- expectation maximization
- particle swarm optimization
- linear programming
- low cost
- worst case
- experimental evaluation
- np hard
- objective function