The policy-gradient placement and generative routing neural networks for chip design

R Cheng, X Lyu, Y Li, J Ye, J Hao… - Advances in Neural …, 2022 - proceedings.neurips.cc
Placement and routing are two critical yet time-consuming steps of chip design in modern
VLSI systems. Distinct from traditional heuristic solvers, this paper on one hand proposes an …

Performance-Driven Analog Layout Automation: Current Status and Future Directions

P Xu, J Li, TY Ho, B Yu, K Zhu - 2024 29th Asia and South …, 2024 - ieeexplore.ieee.org
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 …

Tutorial and perspectives on MAGICAL: A silicon-proven open-source analog IC layout system

K Zhu, H Chen, M Liu, DZ Pan - IEEE Transactions on Circuits …, 2022 - ieeexplore.ieee.org
MAGICAL is an open-source system for analog and mixed-signal (AMS) circuit layout
synthesis. Using custom place-and-route and constraint extraction algorithms, MAGICAL …

Hierarchical analog and mixed-signal circuit placement considering system signal flow

K Zhu, H Chen, M Liu, DZ Pan - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Placement is a critical step in layout automation for analog and mixed-signal (AMS)-
integrated circuits (ICs). It determines the proximity of devices and influences the wiring …

CAD for Analog/Mixed‐Signal Integrated Circuits

AF Budak, DZ Pan, H Chen, K Zhu… - Advances in …, 2022 - Wiley Online Library
While digital integrated circuits (ICs) has adopted highly automated computer aided design
(CAD) tools for decades including synthesis, placement, and routing, analog, and mixed …

A generalized methodology for well island generation and well-tap insertion in analog/mixed-signal layouts

RS Gopalakrishnan, M Madhusudan… - ACM Transactions on …, 2023 - dl.acm.org
Well island generation and well tap placement is an important problem in analog/mixed-
signal (AMS) circuits. Well taps can only prevent latchups within a certain radius of influence …

Machine Learning for Analog Layout

SM Burns, H Chen, T Dhar, R Harjani, J Hu… - … Learning Applications in …, 2022 - Springer
The performance of analog circuits is critically dependent on layout parasitics, but layout has
traditionally been a manual and time-consuming task. Recent advances in ML have enabled …

Fully-automated layout synthesis for analog and mixed-signal integrated circuits

K Zhu - 2022 - repositories.lib.utexas.edu
The performance of analog circuits is critically dependent on layout parasitics, but the layout
has traditionally been a manual and time-consuming task. Analog and mixed-signal (AMS) …

Layout automation for custom integrated circuits

H Chen - 2023 - repositories.lib.utexas.edu
In the past few decades, there has been extensive research on automating the layout of
custom integrated circuits (ICs), including analog and mixed-signal (AMS) designs and …