An Efficient Transfer Learning Assisted Global Optimization Scheme for Analog/RF Circuits.
Zhikai WangJingbo ZhouXiaosen LiuYan WangPublished in: ASPDAC (2024)
Keyphrases
- transfer learning
- optimization scheme
- analog vlsi
- knowledge transfer
- learning tasks
- analog circuits
- cross domain
- machine learning
- structure learning
- semi supervised learning
- labeled data
- text classification
- circuit design
- active learning
- reinforcement learning
- transfer knowledge
- manifold alignment
- multi task
- collaborative filtering
- multi task learning
- digital circuits
- learning algorithm
- target domain
- data sets
- text categorization
- floating gate
- machine learning algorithms
- transferring knowledge
- semi supervised
- information retrieval
- cross domain learning