Equivalent Circuit for Single/Three Phase Magnetic Coupling With Graph Neural Networks

Y Yamakaji, H Shouno… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Owing to the high degrees of freedom and mutual interference between components and
wiring, circuit design often requires iterative prototyping and simulation. When transforming …

Circuit2Graph: Circuits With Graph Neural Networks

Y Yamakaji, H Shouno, K Fukushima - IEEE Access, 2024 - ieeexplore.ieee.org
Circuit design requires trial and error in both prototyping and simulation owing to the high
degrees of freedom and mutual interference between the components. In this study, we …

OPT-GCN: A Unified and Scalable Chiplet-based Accelerator for High-Performance and Energy-Efficient GCN Computation

Y Zhao, K Wang, A Louri - IEEE Transactions on Computer …, 2024 - ieeexplore.ieee.org
As the size of real-world graphs continues to grow at an exponential rate, performing the
Graph Convolutional Network (GCN) inference efficiently is becoming increasingly …

Circuit2Graph: Diodes as Asymmetric Directional Nodes

Y Yamakaji, H Shouno, K Fukushima - IEEE Access, 2024 - ieeexplore.ieee.org
Circuit design requires both prototyping and simulation owing to the high degrees of
freedom and mutual interference between the circuit components and wiring. In this paper …

Efficient subgraph matching framework for fast subcircuit identification

B Li, S Wang, T Chen, Q Sun, C Zhuo - Proceedings of the 2024 ACM …, 2024 - dl.acm.org
Subcircuit identification finds wide applications in logic synthesis, physical design, and
design verification. With the continuous increase in the scale of integrated circuits, the …

Graph Attention-Based Symmetry Constraint Extraction for Analog Circuits

Q Xu, L Wang, J Wang, L Cheng… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In recent years, analog circuits have received extensive attention and are widely used in
many emerging applications. The high demand for analog circuits necessitates shorter …

Subgraph matching-based reference placement for printed circuit board designs

Z Zhu, Y Li, M Su, S Zhang, H Su, Y Xiao, H He… - The Journal of …, 2024 - Springer
Reference placement is promising to handle the increasing complexity in printed circuit
board (PCB) designs, which aims to find the isomorphism of the placed template in …

Reinforcing the Connection between Analog Design and EDA

K Kunal, M Madhusudan, J Poojary… - 2024 29th Asia and …, 2024 - ieeexplore.ieee.org
Building upon recent advances in analog electronic design automation (EDA), this paper
discusses directions for reinforcing the connection between design and EDA, in order to …

The ALIGN Automated Analog Layout Engine: Progress, Learnings, and Open Issues

SS Sapatnekar - Proceedings of the 2023 International Symposium on …, 2023 - dl.acm.org
The ALIGN (Analog Layout, Intelligently Generated from Netlists) project [1, 2] is a joint
university-industry effort to push the envelope of automated analog layout through a …

Learning from the Implicit Functional Hierarchy in an Analog Netlist

H Graeb, M Leibl - Proceedings of the 2023 International Symposium on …, 2023 - dl.acm.org
Analog circuit design is characterized by a plethora of implicit design and technology
aspects available to the experienced designer. In order to create useful computer-aided …