Effective Algorithm-Accelerator Co-design for AI Solutions on Edge Devices.
Cong HaoYao ChenXiaofan ZhangYuhong LiJinjun XiongWen-Mei HwuDeming ChenPublished in: ACM Great Lakes Symposium on VLSI (2020)
Keyphrases
- times faster
- optimal solution
- worst case
- learning algorithm
- np hard
- k means
- preprocessing
- detection algorithm
- search space
- computational cost
- benchmark problems
- computational complexity
- theoretical analysis
- dynamic programming
- experimental evaluation
- probabilistic model
- matching algorithm
- feasible solution
- expectation maximization
- linear programming
- parallel implementation
- neural network
- artificial intelligence
- machine learning
- high accuracy
- markov random field
- knowledge representation
- level set
- significant improvement
- segmentation algorithm
- mobile devices
- expert systems
- objective function
- image segmentation
- solution space
- solution quality
- recognition algorithm