Paul R. Genssler

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 35

Top Topics

Advanced Technology

Similarity Calculation

Machine Learning

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Karthik Pandaram, Paul R. Genssler, Hussam Amrouch
WaSSaBi: Wafer Selection With Self-Supervised Representations and Brain-Inspired Active Learning. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (4) (2024)
Paul R. Genssler, Lilas Alrahis, Ozgur Sinanoglu, Hussam Amrouch
HDCircuit: Brain-Inspired HyperDimensional Computing for Circuit Recognition. DATE (2024)
Paul R. Genssler, Mahta Mayahinia, Simon Thomann, Mehdi B. Tahoori, Hussam Amrouch
DropHD: Technology/Algorithm Co-Design for Reliable Energy-Efficient NVM-Based Hyper-Dimensional Computing Under Voltage Scaling. DATE (2024)
Mahta Mayahinia, Simon Thomann, Paul R. Genssler, Christopher Münch, Hussam Amrouch, Mehdi B. Tahoori
Algorithm to Technology Co-Optimization for CiM-Based Hyperdimensional Computing. DATE (2024)
Hamza Errahmouni Barkam, Sanggeon Yun, Paul R. Genssler, Che-Kai Liu, Zhuowen Zou, Hussam Amrouch, Mohsen Imani
In-Memory Acceleration of Hyperdimensional Genome Matching on Unreliable Emerging Technologies. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (4) (2024)
Paul R. Genssler, Sandy A. Wasif, Miran Wael, Rodion Novkin, Hussam Amrouch
Frontiers in Edge AI with RISC-V: Hyperdimensional Computing vs. Quantized Neural Networks. DATE (2024)
Albi Mema, Simon Thomann, Paul R. Genssler, Hussam Amrouch
FDSOI-Based Analog Computing for Ultra-Efficient Hamming Distance Similarity Calculation. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (7) (2023)
Hamza Errahmouni Barkam, Sanggeon Yun, Paul R. Genssler, Zhuowen Zou, Che-Kai Liu, Hussam Amrouch, Mohsen Imani
HDGIM: Hyperdimensional Genome Sequence Matching on Unreliable highly scaled FeFET. DATE (2023)
Jonas Krautter, Paul R. Genssler, Gloria Sepanta, Hussam Amrouch, Mehdi B. Tahoori
Stress-Resiliency of AI Implementations on FPGAs. FPL (2023)
Paul R. Genssler, Hussam Amrouch
Technology/Algorithm Co-Design for Robust Brain-Inspired Hyperdimensional In-memory Computing. ACSSC (2023)
Victor M. van Santen, Florian Klemme, Paul R. Genssler, Hussam Amrouch
Challenges in Machine Learning Techniques to Estimate Reliability from Transistors to Circuits. DFT (2023)
Paul R. Genssler, Austin Vas, Hussam Amrouch
Brain-Inspired Hyperdimensional Computing: How Thermal-Friendly for Edge Computing? IEEE Embed. Syst. Lett. 15 (1) (2023)
Shubham Kumar, Paul R. Genssler, Somaya Mansour, Yogesh Singh Chauhan, Hussam Amrouch
Frontiers in AI Acceleration: From Approximate Computing to FeFET Monolithic 3D Integration. VLSI-SoC (2023)
Paul R. Genssler, Simon Thomann, Hussam Amrouch
Tutorial: The Synergy of Hyperdimensional and In-Memory Computing. CODES+ISSS (2023)
Paul R. Genssler, Hamza Errahmouni Barkam, Karthik Pandaram, Mohsen Imani, Hussam Amrouch
Modeling and Predicting Transistor Aging Under Workload Dependency Using Machine Learning. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (9) (2023)
Hussam Amrouch, Paul R. Genssler, Mohsen Imani, Mariam Issa, Xun Jiao, Wegdan Mohammad, Gloria Sepanta, Ruixuan Wang
Beyond von Neumann Era: Brain-Inspired Hyperdimensional Computing to the Rescue. ASP-DAC (2023)
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
Learning-Oriented Reliability Improvement of Computing Systems From Transistor to Application Level. DATE (2023)
Sanggeon Yun, Hamza Errahmouni Barkam, Paul R. Genssler, Hugo Latapie, Hussam Amrouch, Mohsen Imani
Hyperdimensional Computing for Robust and Efficient Unsupervised Learning. ACSSC (2023)
Simon Thomann, Paul R. Genssler, Hussam Amrouch
HW/SW Co-Design for Reliable TCAM- Based In-Memory Brain-Inspired Hyperdimensional Computing. IEEE Trans. Computers 72 (8) (2023)
Simon Thomann, Paul R. Genssler, Hussam Amrouch
HW/SW Co-design for Reliable In-memory Brain-inspired Hyperdimensional Computing. CoRR (2022)
Hussam Amrouch, Florian Klemme, Paul R. Genssler
Design Close to the Edge for Advanced Technology using Machine Learning and Brain-Inspired Algorithms. ASP-DAC (2022)
Paul R. Genssler, Victor M. van Santen, Jörg Henkel, Hussam Amrouch
On the Reliability of FeFET On-Chip Memory. IEEE Trans. Computers 71 (4) (2022)
Yiwen Liao, Raphaël Latty, Paul R. Genssler, Hussam Amrouch, Bin Yang
Wafer Map Defect Classification Based on the Fusion of Pattern and Pixel Information. ITC (2022)
Paul R. Genssler, Hamza E. Barkam, Karthik Pandaram, Mohsen Imani, Hussam Amrouch
Modeling and Predicting Transistor Aging under Workload Dependency using Machine Learning. CoRR (2022)
Paul R. Genssler, Hussam Amrouch
Brain-Inspired Computing for Circuit Reliability Characterization. IEEE Trans. Computers 71 (12) (2022)
Hussam Amrouch, Mohsen Imani, Xun Jiao, Yiannis Aloimonos, Cornelia Fermüller, Dehao Yuan, Dongning Ma, Hamza Errahmouni Barkam, Paul R. Genssler, Peter Sutor Jr.
Brain-Inspired Hyperdimensional Computing for Ultra-Efficient Edge AI. CODES+ISSS (2022)
Shubham Kumar, Swetaki Chatterjee, Simon Thomann, Paul R. Genssler, Yogesh Singh Chauhan, Hussam Amrouch
Cross-layer FeFET Reliability Modeling for Robust Hyperdimensional Computing. VLSI-SoC (2022)
Christian Hakert, Kuan-Hsun Chen, Horst Schirmeier, Lars Bauer, Paul R. Genssler, Georg von der Brüggen, Hussam Amrouch, Jörg Henkel, Jian-Jia Chen
Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory. ACM Trans. Embed. Comput. Syst. 21 (1) (2022)
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, Raphael 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
Intelligent Methods for Test and Reliability. DATE (2022)
Paul R. Genssler, Austin Vas, Hussam Amrouch
Brain-Inspired Hyperdimensional Computing: How Thermal-Friendly for Edge Computing? CoRR (2022)
Paul R. Genssler, Hussam Amrouch
Brain-Inspired Computing for Wafer Map Defect Pattern Classification. ITC (2021)
Victor M. van Santen, Paul R. Genssler, Om Prakash, Simon Thomann, Jörg Henkel, Hussam Amrouch
Impact of Self-Heating on Performance, Power and Reliability in FinFET Technology. ASP-DAC (2020)
Victor M. van Santen, Simon Thomann, Chaitanya Pasupuleti, Paul R. Genssler, Narendra Gangwar, Uma Sharma, Jörg Henkel, Souvik Mahapatra, Hussam Amrouch
BTI and HCD Degradation in a Complete 32 × 64 bit SRAM Array - including Sense Amplifiers and Write Drivers - under Processor Activity. IRPS (2020)
Christian Hakert, Kuan-Hsun Chen, Paul R. Genssler, Georg von der Brüggen, Lars Bauer, Hussam Amrouch, Jian-Jia Chen, Jörg Henkel
SoftWear: Software-Only In-Memory Wear-Leveling for Non-Volatile Main Memory. CoRR (2020)
Oliver Knodel, Paul R. Genssler, Rainer G. Spallek
Migration of long-running Tasks between Reconfigurable Resources using Virtualization. SIGARCH Comput. Archit. News 44 (4) (2016)