1 citations · 1 across the 4 of their papers we have counts for
4 papers
Advancing Routing-Awareness in Analog ICs Floorplanning
Davide Basso, Luca Bortolussi, Mirjana Videnovic-Misic +1
The adoption of machine learning-based techniques for analog integrated circuit layout, unlike its digital counterpart, has been limited by the stringent requirements imposed by el…
Enhancing Reinforcement Learning for the Floorplanning of Analog ICs with Beam Search
Sandro Junior Della Rovere, Davide Basso, Luca Bortolussi +2
The layout of analog ICs requires making complex trade-offs, while addressing device physics and variability of the circuits. This makes full automation with learning-based solutio…
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…
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…