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A customized graph neural network model for guiding analog IC placement
Analog IC placement is typically a manual process that requires strong experience and trial-
and-error iterations as it produces a large impact to circuit performance in a complicated …
and-error iterations as it produces a large impact to circuit performance in a complicated …
Challenges and opportunities toward fully automated analog layout design
Realizing the layouts of analog/mixed-signal (AMS) integrated circuits (ICs) is a complicated
task due to the high design flexibility and sensitive circuit performance. Compared with the …
task due to the high design flexibility and sensitive circuit performance. Compared with the …
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 …
MAGICAL: Toward fully automated analog IC layout leveraging human and machine intelligence
Despite tremendous advancement of digital IC design automation tools over the last few
decades, analog IC layout is still heavily manual which is very tedious and error-prone. This …
decades, analog IC layout is still heavily manual which is very tedious and error-prone. This …
GeniusRoute: A new analog routing paradigm using generative neural network guidance
Due to sensitive layout-dependent effects and varied performance metrics, analog routing
automation for performance-driven layout synthesis is difficult to generalize. Existing …
automation for performance-driven layout synthesis is difficult to generalize. Existing …
Effective analog/mixed-signal circuit placement considering system signal flow
Placement is among the most critical steps in analog/mixed-signal (AMS) circuit layout
synthesis. It implicitly determines the wiring topology and therefore has considerable …
synthesis. It implicitly determines the wiring topology and therefore has considerable …
Exploring a machine learning approach to performance driven analog IC placement
Analog IC layout is usually a time-consuming manual design process. Although automated
analog IC layout has been studied for decades, most of the previous works are focused on …
analog IC layout has been studied for decades, most of the previous works are focused on …
LAYGO2: A custom layout generation engine based on dynamic templates and grids for advanced CMOS technologies
This article presents an automatic layout generation framework in advanced CMOS
technologies. The framework extends the template-and-grid-based layout generation …
technologies. The framework extends the template-and-grid-based layout generation …
LayoutCopilot: An LLM-powered Multi-agent Collaborative Framework for Interactive Analog Layout Design
Analog layout design heavily involves interactive processes between humans and design
tools. Electronic Design Automation (EDA) tools for this task are usually designed to use …
tools. Electronic Design Automation (EDA) tools for this task are usually designed to use …
Are analytical techniques worthwhile for analog IC placement?
Analytical techniques have long been a prevailing approach to digital IC placement due to
their advantage in handling large-sized problems. Recently, they have been adopted for …
their advantage in handling large-sized problems. Recently, they have been adopted for …