Domain Knowledge-Infused Deep Learning for Automated Analog/Radio-Frequency Circuit Parameter Optimization.
Weidong CaoMouhacine BenosmanXuan ZhangRui MaPublished in: CoRR (2022)
Keyphrases
- deep learning
- parameter optimization
- radio frequency
- genetic algorithm ga
- differential evolution
- unsupervised learning
- machine learning
- frequency band
- genetic algorithm
- parameter estimation
- parameter settings
- pid controller
- support vector machine
- feature selection
- mental models
- expectation maximization
- prior knowledge
- bayesian framework
- weakly supervised
- optimization algorithm
- training data