2 papers
cs.AR2025
Emerging ML-AI Techniques for Analog and RF EDA
Zhengfeng Wu, Ziyi Chen, Nnaemeka Achebe +3
This survey explores the integration of machine learning (ML) into EDA workflows for analog and RF circuits, addressing challenges unique to analog design, which include complex co…
cs.LG2025
Deep Representation Learning for Electronic Design Automation
Pratik Shrestha, Saran Phatharodom, Alec Aversa +3
Representation learning has become an effective technique utilized by electronic design automation (EDA) algorithms, which leverage the natural representation of workflow elements…