An intelligent fault detection approach for digital integrated circuits through graph neural networks

An intelligent fault detection approach for digital integrated circuits through graph neural networks

To quickly and accurately realize the fault diagnosis of analog circuits, this paper introduces the graph neural network method and proposes a fault diagnosis method for digital integrated circuits. The method filters the signals present in the digital integrated circuit to remove noise signals and...

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Bibliographic Details
Main Author: Zulin Xu
Format: Article
Language:English
Published: AIMS Press 2023-03-01
Series:Mathematical Biosciences and Engineering
Subjects:
graph neural network
intelligent fault detection
digital integrated circuits
artificial intelligence
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023438?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2023438?viewType=HTML

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