most citedEffective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning

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cs.LG2024★ 1 cited

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning

Davide Basso, Luca Bortolussi, Mirjana Videnovic-Misic +1

Analog integrated circuit (IC) floorplanning is typically a manual process with the placement of components (devices and modules) planned by a layout engineer. This process is furt…

cs.LG2024

Fast ML-driven Analog Circuit Layout using Reinforcement Learning and Steiner Trees

Davide Basso, Luca Bortolussi, Mirjana Videnovic-Misic +1

This paper presents an artificial intelligence driven methodology to reduce the bottleneck often encountered in the analog ICs layout phase. We frame the floorplanning problem as a…