Dataflow optimization with layer-wise design variables estimation method for enflame CNN accelerators.
Tian ChenYu-An TanZheng ZhangNan LuoBin LiYuanzhang LiPublished in: J. Parallel Distributed Comput. (2024)
Keyphrases
- pairwise
- significant improvement
- segmentation method
- detection method
- optimization algorithm
- cost function
- similarity measure
- optimization method
- support vector machine svm
- optimization process
- probabilistic model
- parameter estimation
- maximum likelihood estimation
- computational cost
- combinatorial optimization
- recently developed
- estimation accuracy
- monte carlo simulation
- cellular neural networks
- estimation algorithm
- optimization procedure
- density estimation
- high precision
- em algorithm
- dynamic programming
- computational complexity
- objective function