Large circuit models: opportunities and challenges
Within the electronic design automation (EDA) domain, artificial intelligence (AI)-driven
solutions have emerged as formidable tools, yet they typically augment rather than redefine …
solutions have emerged as formidable tools, yet they typically augment rather than redefine …
Performance-Driven Analog Layout Automation: Current Status and Future Directions
Optimizing circuit performance presents a pivotal challenge in the realm of automatic analog
physical design. The intricacy of analog performance arises from its sensitivity to layout …
physical design. The intricacy of analog performance arises from its sensitivity to layout …
The dawn of ai-native eda: Promises and challenges of large circuit models
Within the Electronic Design Automation (EDA) domain, AI-driven solutions have emerged
as formidable tools, yet they typically augment rather than redefine existing methodologies …
as formidable tools, yet they typically augment rather than redefine existing methodologies …
Toward End-to-End Analog Design Automation with ML and Data-Driven Approaches
Designing analog circuits poses significant challenges due to their knowledge-intensive
nature and the diverse range of requirements. There has been limited success in achieving …
nature and the diverse range of requirements. There has been limited success in achieving …
AI-Enabled Layout Automation for Analog and RF IC: Current Status and Future Directions
C Wang, F Yang, K Zhu - 2024 IEEE International Symposium …, 2024 - ieeexplore.ieee.org
This paper provides an overview of AI-enabled layout automation for analog and RF
integrated circuits (ICs). We examine recent advancements in machine learning algorithms …
integrated circuits (ICs). We examine recent advancements in machine learning algorithms …
Enhanced Graph Isomorphism Network Model for Analog Integrated Circuit Placement Performance Prediction
Y **ong, N Zhao, Y Zhang, G Ge, J Wang… - Available at SSRN … - papers.ssrn.com
In the design of analog integrated circuits (IC), the outcomes of placement in layout design
critically influence the ultimate performance of circuits. Recent automated placement …
critically influence the ultimate performance of circuits. Recent automated placement …