ASBNN: Acceleration of Bayesian Convolutional Neural Networks by Algorithm-hardware Co-design.
Yoshiki FujiwaraShinya Takamaeda-YamazakiPublished in: ASAP (2021)
Keyphrases
- preprocessing
- improved algorithm
- cost function
- dynamic programming
- experimental evaluation
- times faster
- computational cost
- hardware implementation
- computer systems
- worst case
- significant improvement
- k means
- parallel implementation
- computational complexity
- optimal solution
- matching algorithm
- computationally efficient
- input data
- real time
- simulated annealing
- segmentation algorithm
- parameter estimation
- optimization algorithm
- clustering method
- low cost
- bayesian framework
- recognition algorithm
- probabilistic model
- np hard
- search space
- hardware architecture
- random number generator