Pin Accessibility and Routing Congestion Aware DRC Hotspot Prediction using Graph Neural Network and U-Net

An accurate DRC (design rule check) hotspot prediction at the placement stage is essential in order to reduce a substantial amount of design time required for the iterations of placement and routing. It is known that for implementing chips with advanced technology nodes, (1) pin accessibility and (2...

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Vydané v:	2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) s. 1 - 9
Hlavní autori:	Baek, Kyeonghyeon, Park, Hyunbum, Kim, Suwan, Choi, Kyumyung, Kim, Taewhan
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	ACM 29.10.2022
Predmet:	Benchmark testing Data aggregation Feature extraction Graph neural networks Machine learning Predictive models Routing
ISSN:	1558-2434
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