Circuit-GNN: A Graph Neural Network for Transistor-level Modeling of Analog Circuit Hierarchies
Author:
Affiliation:
1. Drexel University,Department of Electrical and Computer Engineering,Philadelphia,PA
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10181241/10181318/10181617.pdf?arnumber=10181617
Reference24 articles.
1. Layout Symmetry Annotation for Analog Circuits with Graph Neural Networks
2. High-performance CMOS variability in the 65-nm regime and beyond
3. GANA: Graph Convolutional Network Based Automated Netlist Annotation for Analog Circuits
4. A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code
5. Deeper Insights Into Graph Convolutional Networks for Semi-Supervised Learning
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1. Comparative Analysis of Graph Isomorphism and Graph Neural Networks for Analog Hierarchy Labeling;2024 25th International Symposium on Quality Electronic Design (ISQED);2024-04-03
2. 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
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