IEEE Intelligent Systems · 2018 · 18 citations · 12 references
EngineeringComputer EngineeringComputer ScienceMachine LearningMicroelectronicsSemiconductor DevicesDeep LearningDevice ModelingImage ProcessingIntegrated Circuit DesignIntegrated Circuit DevicesVery-large-scale Integration Layout3D Integrated CircuitsAutomated Data AnalysisAutomated Image AnalysisComputer-aided Design For Integrated CircuitsManual Annotation CurationOn-chip Interconnects
A robust and accurate machine learning based hierarchical multiclassifier system is proposed to automate the retrieval of interconnection information from delayered integrated circuits images. The proposed system replaces labor-intensive manual annotation process and provides an effective approach for the automated analysis of state-of-the-art deep submicron IC chips.
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