Effective Algorithm-Accelerator Co-design for AI Solutions on Edge Devices.
Cong HaoYao ChenXiaofan ZhangYuhong LiJinjun XiongWen-Mei HwuDeming ChenPublished in: CoRR (2020)
Keyphrases
- optimal solution
- benchmark problems
- computationally efficient
- experimental evaluation
- detection algorithm
- preprocessing
- learning algorithm
- dynamic programming
- times faster
- matching algorithm
- ant colony optimization
- k means
- computational complexity
- solution quality
- optimal or near optimal
- recognition algorithm
- optimization algorithm
- theoretical analysis
- neural network
- expectation maximization
- simulated annealing
- probabilistic model
- multiscale
- artificial intelligence
- linear programming
- high accuracy
- case based reasoning
- cost function
- metaheuristic
- significant improvement
- expert systems
- objective function
- convergence rate
- similarity measure
- image processing
- global solution