An Efficient Stochastic Convolution Architecture Based on Fast FIR Algorithm.
Huizheng WangWeihong XuZaichen ZhangXiaohu YouChuan ZhangPublished in: IEEE Trans. Circuits Syst. II Express Briefs (2022)
Keyphrases
- learning algorithm
- detection algorithm
- computationally efficient
- cost function
- high accuracy
- experimental evaluation
- computational cost
- monte carlo
- times faster
- dynamic programming
- search space
- computational complexity
- preprocessing
- optimization algorithm
- convolution kernel
- highly efficient
- stochastic approximation
- matching algorithm
- segmentation algorithm
- expectation maximization
- edge detection
- worst case
- probabilistic model
- significant improvement
- image segmentation