21 citations · 21 across the 2 of their papers we have counts for
2 papers
cs.AR2025
SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators
Junchi Wu, Xinfei Wan, Zhuoran Li +5
Spatial DNN accelerators are essential for high-performance inference, but their performance is undermined by widespread fail-slow failures. Detecting such failures on-chip is chal…
cs.AR2024★ 21 cited
The Dawn of AI-Native EDA: Opportunities and Challenges of Large Circuit Models
Lei Chen, Yiqi Chen, Zhufei Chu +36
Within the Electronic Design Automation (EDA) domain, AI-driven solutions have emerged as formidable tools, yet they typically augment rather than redefine existing methodologies.…