Resources
Code and benchmarks
- PhyLS
- Logic synthesis with physical information, learning, and optimization. Documentation.
- abcRL
- Reinforcement learning and graph convolutional networks for logic optimization.
- AnalogGym
- A benchmark suite for circuit sizing and optimization.
- MAGICAL
- An automated analog and mixed-signal layout system, from netlist to GDSII.
Reading
- PhyLS: An AI-driven Physically Aware Synthesis — Frontiers of Computer Science
- Exploring Logic Optimizations with Reinforcement Learning and Graph Convolutional Network — MLCAD, 2020
- Tutorial and Perspectives on MAGICAL: A Silicon-Proven Open-Source Analog IC Layout System — TCAS-II, 2022
- Challenges and Opportunities Toward Fully Automated Analog Layout Design — Journal of Semiconductors, 2020
- CAD for Analog/Mixed-Signal Integrated Circuits — in Advances in Semiconductor Technologies
- Machine Learning for Analog Layout — in Machine Learning Applications in Electronic Design Automation