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GNN4REL: Graph Neural Networks for Predicting Circuit Reliability Degradation

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Published in 2022 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"

DOI: 10.1109/tcad.2022.3197521

Abstract: Process variations and device aging impose profound challenges for circuit designers. Without a precise understanding of the impact of variations on the delay of circuit paths, guardbands, which keep timing violations at bay, cannot be… read more here.

Keywords: neural networks; circuit; reliability; networks predicting ... See more keywords