Domain knowledge-infused deep learning for automated analog/radio-frequency circuit parameter optimization.
Weidong CaoMouhacine BenosmanXuan ZhangRui MaPublished in: DAC (2022)
Keyphrases
- deep learning
- parameter optimization
- radio frequency
- genetic algorithm ga
- differential evolution
- genetic algorithm
- unsupervised learning
- machine learning
- parameter settings
- parameter estimation
- pid controller
- mental models
- data sets
- weakly supervised
- frequency band
- maximum likelihood
- image retrieval
- image processing
- rfid technology
- low cost
- relevance feedback