Florian Klemme

Impact of Variability on Processor Performance in Negative Capacitance FinFET Technology

Hussam Amrouch, Girish Pahwa, Amol D. Gaidhane et al. · IEEE Transactions on Circuits and Systems I Regular Papers · 2020 · 65 citations

Device Modeling, Electrical Engineering, Physical Design (Electronics) +10

Machine Learning for On-the-Fly Reliability-Aware Cell Library Characterization

Florian Klemme, Hussam Amrouch · IEEE Transactions on Circuits and Systems I Regular Papers · 2021 · 39 citations

Engineering, Machine Learning, Vlsi Design +17

GNN4REL: Graph Neural Networks for Predicting Circuit Reliability Degradation

Lilas Alrahis, Johann Knechtel, Florian Klemme et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2022 · 31 citations

Process Variations, Electrical Engineering, Graph Neural Networks +13

Scalable Machine Learning to Estimate the Impact of Aging on Circuits Under Workload Dependency

Florian Klemme, Hussam Amrouch · IEEE Transactions on Circuits and Systems I Regular Papers · 2022 · 28 citations

Engineering, Machine Learning, Vlsi Design +23

Cell library characterization using machine learning for design technology co-optimization

Florian Klemme, Yogesh Singh Chauhan, Jörg Henkel et al. · 2020 · 20 citations

Engineering, Machine Learning, Accelerated Design +19