Layout Symmetry Annotation for Analog Circuits with Graph Neural Networks

Author:

Gao Xiaohan1,Deng Chenhui2,Liu Mingjie3,Zhang Zhiru2,Pan David Z.3,Lin Yibo1

Affiliation:

1. CECA, CS Department, Peking University

2. ECE Department, Cornell University

3. ECE Department, UT Austin

Publisher

ACM

Reference19 articles.

1. ALIGN

2. Magical:Toward fully automated analog ic layout leveraging human and machine intelligence;Xu B.;Proc. ICCAD. IEEE,2019

3. "DARPA IDEA program " https://www.darpa.mil/attachments/eri_design_proposers_day.pdf. "DARPA IDEA program " https://www.darpa.mil/attachments/eri_design_proposers_day.pdf.

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1. Hybrid Utilization of Subgraph Isomorphism and Relational Graph Convolutional Networks for Analog Functional Grouping Annotation;2023 ACM/IEEE 5th Workshop on Machine Learning for CAD (MLCAD);2023-09-10

2. GNN-Based Hierarchical Annotation for Analog Circuits;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems;2023-09

3. Circuit-GNN: A Graph Neural Network for Transistor-level Modeling of Analog Circuit Hierarchies;2023 IEEE International Symposium on Circuits and Systems (ISCAS);2023-05-21

4. Automatic Layout Symmetry Extraction for Analog Constraint Learning;2023 International Symposium of Electronics Design Automation (ISEDA);2023-05-08

5. Topology Generic DC-Model for Accelerating Analog Circuit Optimization;2023 International Symposium of Electronics Design Automation (ISEDA);2023-05-08

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