Florian Klemme

35 papers A* 2A 9B 2C 1Journal 13Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	Benchmarking Cryogenic Circuits using 5 nm FinFETs for Quantum Processing. ISCAS Anirban Kar, Shivendra Singh Parihar, Florian Klemme, Yogesh Singh Chauhan, Hussam Amrouch
2025	—	`conf`	Robust DLBIST for Delay Fault Testing: Minimizing PVT Variability with Zero Temperature Coefficient (ZTC) Voltage. LATS Hanieh Jafarzadeh, Florian Klemme, Hussam Amrouch, Sybille Hellebrand, Hans-Joachim Wunderlich
2025	J	`jnl`	Small Delay Fault Testing with Multiple Voltages under Variations: Defect vs. Fault Coverage. J. Electron. Test. Hanieh Jafarzadeh, Florian Klemme, Hussam Amrouch, Sybille Hellebrand, Hans-Joachim Wunderlich
2025	J	`jnl`	Targeted Wearout Attacks in Microprocessor Cores. CoRR Joshua Mashburn, Johann Knechtel, Florian Klemme, Hussam Amrouch, Ozgur Sinanoglu, Paul V. Gratz
2024	J	`jnl`	Approximation- and Quantization-Aware Training for Graph Neural Networks. IEEE Trans. Computers Rodion Novkin, Florian Klemme, Hussam Amrouch
2024	—	`conf`	Machine Learning Unleashes Aging and Self-Heating Effects: From Transistors to Full Processor (Invited Paper). IRPS Hussam Amrouch, Victor M. van Santen, Javier Diaz-Fortuny, Florian Klemme
2024	A	`conf`	Minimizing PVT-Variability by Exploiting the Zero Temperature Coefficient (ZTC) for Robust Delay Fault Testing. ITC Hanieh Jafarzadeh, Florian Klemme, Jan Dennis Reimer, Hussam Amrouch, Sybille Hellebrand, Hans-Joachim Wunderlich
2024	—	`conf`	On the Severity of Self-Heating in FDSOI at Cryogenic Temperatures: In-depth Analysis from Transistors to Full Processor. IRPS Anirban Kar, Florian Klemme, Yogesh Singh Chauhan, Hussam Amrouch
2024	—	`conf`	Technology Mapping for Cryogenic CMOS Circuits. ISVLSI Benjamin Hien, Marcel Walter, Victor M. van Santen, Florian Klemme, Shivendra Singh Parihar, Girish Pahwa, Yogesh Singh Chauhan, Hussam Amrouch, Robert Wille
2024	B	`conf`	Time and Space Optimized Storage-based BIST under Multiple Voltages and Variations. ETS Hanieh Jafarzadeh, Florian Klemme, Hussam Amrouch, Sybille Hellebrand, Hans-Joachim Wunderlich
2024	J	`jnl`	Variability-Aware Approximate Circuit Synthesis via Genetic Optimization. CoRR Konstantinos Balaskas, Florian Klemme, Georgios Zervakis, Kostas Siozios, Hussam Amrouch, Jörg Henkel
2024	—	`conf`	Vmin Testing under Variations: Defect vs. Fault Coverage. LATS Hanieh Jafarzadeh, Florian Klemme, Hussam Amrouch, Sybille Hellebrand, Hans-Joachim Wunderlich
2023	—	`conf`	Challenges in Machine Learning Techniques to Estimate Reliability from Transistors to Circuits. DFT Victor M. van Santen, Florian Klemme, Paul R. Genssler, Hussam Amrouch
2023	A*	`conf`	Design Automation for Cryogenic CMOS Circuits. DAC Victor M. van Santen, Marcel Walter, Florian Klemme, Shivendra Singh Parihar, Girish Pahwa, Yogesh Singh Chauhan, Robert Wille, Hussam Amrouch
2023	A	`conf`	Learning-Oriented Reliability Improvement of Computing Systems From Transistor to Application Level. DATE Behnaz Ranjbar, Florian Klemme, Paul R. Genssler, Hussam Amrouch, Jinhyo Jung, Shail Dave, Hwisoo So, Kyongwoo Lee, Aviral Shrivastava, Ji-Yung Lin, Pieter Weckx, Subrat Mishra, Francky Catthoor, Dwaipayan Biswas, Akash Kumar
2023	—	`conf`	ML to the Rescue: Reliability Estimation from Self-Heating and Aging in Transistors All the Way up Processors. ASP-DAC Hussam Amrouch, Florian Klemme
2023	A	`conf`	Robust Pattern Generation for Small Delay Faults Under Process Variations. ITC Hanieh Jafarzadeh, Florian Klemme, Jan Dennis Reimer, Zahra Paria Najafi-Haghi, Hussam Amrouch, Sybille Hellebrand, Hans-Joachim Wunderlich
2023	A	`conf`	Robust Resistive Open Defect Identification Using Machine Learning with Efficient Feature Selection. DATE Zahra Paria Najafi-Haghi, Florian Klemme, Hanieh Jafarzadeh, Hussam Amrouch, Hans-Joachim Wunderlich
2023	A*	`conf`	SyncTREE: Fast Timing Analysis for Integrated Circuit Design through a Physics-informed Tree-based Graph Neural Network. NeurIPS Yuting Hu, Jiajie Li, Florian Klemme, Gi-Joon Nam, Tengfei Ma, Hussam Amrouch, Jinjun Xiong
2023	J	`jnl`	Transistor Self-Heating-Aware Synthesis for Reliable Digital Circuit Designs. IEEE Trans. Circuits Syst. I Regul. Pap. Florian Klemme, Hussam Amrouch
2023	A	`conf`	Upheaving Self-Heating Effects from Transistor to Circuit Level using Conventional EDA Tool Flows. DATE Florian Klemme, Sami Salamin, Hussam Amrouch
2022	—	`conf`	Design Close to the Edge for Advanced Technology using Machine Learning and Brain-Inspired Algorithms. ASP-DAC Hussam Amrouch, Florian Klemme, Paul R. Genssler
2022	J	`jnl`	Efficient Learning Strategies for Machine Learning-Based Characterization of Aging-Aware Cell Libraries. IEEE Trans. Circuits Syst. I Regul. Pap. Florian Klemme, Hussam Amrouch
2022	J	`jnl`	GNN4REL: Graph Neural Networks for Predicting Circuit Reliability Degradation. CoRR Lilas Alrahis, Johann Knechtel, Florian Klemme, Hussam Amrouch, Ozgur Sinanoglu
2022	J	`jnl`	GNN4REL: Graph Neural Networks for Predicting Circuit Reliability Degradation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Lilas Alrahis, Johann Knechtel, Florian Klemme, Hussam Amrouch, Ozgur Sinanoglu
2022	J	`jnl`	Impact of NCFET Technology on Eliminating the Cooling Cost and Boosting the Efficiency of Google TPU. IEEE Trans. Computers Sami Salamin, Georgios Zervakis, Florian Klemme, Hammam Kattan, Yogesh Singh Chauhan, Jörg Henkel, Hussam Amrouch
2022	A	`conf`	Intelligent Methods for Test and Reliability. DATE Hussam Amrouch, Jens Anders, Steffen Becker, Maik Betka, Gerd Bleher, Peter Domanski, Nourhan Elhamawy, Thomas Ertl, Athanasios Gatzastras, Paul R. Genssler, Sebastian Hasler, Martin Heinrich, André van Hoorn, Hanieh Jafarzadeh, Ingmar Kallfass, Florian Klemme, Steffen Koch, Ralf Küsters, Andrés Lalama, Raphaël Latty, Yiwen Liao, Natalia Lylina, Zahra Paria Najafi-Haghi, Dirk Pflüger, Ilia Polian, Jochen Rivoir, Matthias Sauer, Denis Schwachhofer, Steffen Templin, Christian Volmer, Stefan Wagner, Daniel Weiskopf, Hans-Joachim Wunderlich, Bin Yang, Martin Zimmermann
2022	B	`conf`	On Extracting Reliability Information from Speed Binning. ETS Zahra Paria Najafi-Haghi, Florian Klemme, Hussam Amrouch, Hans-Joachim Wunderlich
2022	J	`jnl`	Scalable Machine Learning to Estimate the Impact of Aging on Circuits Under Workload Dependency. IEEE Trans. Circuits Syst. I Regul. Pap. Florian Klemme, Hussam Amrouch
2022	J	`jnl`	Variability-Aware Approximate Circuit Synthesis via Genetic Optimization. IEEE Trans. Circuits Syst. I Regul. Pap. Konstantinos Balaskas, Florian Klemme, Georgios Zervakis, Kostas Siozios, Hussam Amrouch, Jörg Henkel
2021	A	`conf`	Machine Learning for Circuit Aging Estimation under Workload Dependency. ITC Florian Klemme, Hussam Amrouch
2021	J	`jnl`	Machine Learning for On-the-Fly Reliability-Aware Cell Library Characterization. IEEE Trans. Circuits Syst. I Regul. Pap. Florian Klemme, Hussam Amrouch
2020	A	`conf`	Cell Library Characterization using Machine Learning for Design Technology Co-Optimization. ICCAD Florian Klemme, Yogesh Singh Chauhan, Jörg Henkel, Hussam Amrouch
2020	J	`jnl`	Impact of Variability on Processor Performance in Negative Capacitance FinFET Technology. IEEE Trans. Circuits Syst. I Regul. Pap. Hussam Amrouch, Girish Pahwa, Amol D. Gaidhane, Chetan K. Dabhi, Florian Klemme, Om Prakash, Yogesh Singh Chauhan
2020	A	`conf`	Modeling Emerging Technologies using Machine Learning: Challenges and Opportunities. ICCAD Florian Klemme, Jannik Prinz, Victor M. van Santen, Jörg Henkel, Hussam Amrouch