Jul 13, 2018 · In this paper, we propose an active learning-based layout pattern sampling and hotspot detection flow, which simultaneously optimizes the ...

Jul 13, 2018 · Abstract: Layout hotpot detection is one of the main steps in modern VLSI design. A typical hotspot detection flow is extremely time ...

Jun 18, 2021 · To address these concerns, we propose a batch mode active learning method that considers both model uncertainty and training set diversity for a ...

Jul 13, 2018 · ABSTRACT. Layout hotpot detection is one of the main steps in modern VLSI de- sign. A typical hotspot detection flow is extremely time ...

Hotspot detection via attention-based deep layout metric learning ... Bridging the Gap Between Layout Pattern Sampling and Hotspot Detection via Batch Active ...

[J16] Ziyi Wang, Zhuolun He, Chen Bai, Haoyu Yang, Bei Yu, “Efficient Arithmetic Block Identification with Graph Learning and Network-flow”, accepted by IEEE ...

from publication: Bridging the Gap Between Layout Pattern Sampling and Hotspot Detection via Batch Active Learning | Layout hotpot detection is one of the ...

Machine Learning for Electronic Design Automation: A Survey ... Bridging the Gap Between Layout Pattern Sampling and Hotspot Detection via Batch Active Sampling.

BIG-bench Machine Learning. 9. Paper · Code · Bridging the Gap Between Layout Pattern Sampling and Hotspot Detection via Batch Active Sampling · no code ...