2 papers
cs.LG2020
Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization
Shubham Rai, Walter Lau Neto, Yukio Miyasaka +37
Logic synthesis is a fundamental step in hardware design whose goal is to find structural representations of Boolean functions while minimizing delay and area. If the function is c…
cs.LG2018
Design Rule Violation Hotspot Prediction Based on Neural Network Ensembles
Wei Zeng, Azadeh Davoodi, Yu Hen Hu
Design rule check is a critical step in the physical design of integrated circuits to ensure manufacturability. However, it can be done only after a time-consuming detailed routing…