AMG: Automated Efficient Approximate Multiplier Generator for FPGAs via Bayesian Optimization.
Zhen LiHao ZhouLingli WangPublished in: CoRR (2023)
Keyphrases
- hardware implementation
- optimization algorithm
- efficient optimization
- optimization process
- fully automated
- global optimization
- optimization method
- decision trees
- floating point
- embedded systems
- bayesian inference
- monte carlo sampling
- real time
- discrete optimization
- bayesian estimation
- maximum likelihood
- low cost
- search algorithm
- bayesian networks
- case study
- data sets