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Technical University of Munich
Technical University of Munich

Dr.-Ing Paul R. Genssler


Foto von Paul Genßler

List of Publications (since 2023)

Full list: https://scholar.google.de/citations?user=NjzhtdQAAAAJ&hl=de

2024

  • Errahmouni Barkam, Hamza; Yun, Sanggeon; Genssler, Paul R.; Zou, Zhuowen; Liu, Che-Kai; Amrouch, Hussam; Imani, Mohsen: In-Memory Acceleration of Hyperdimensional Genome Matching on Unreliable Emerging Technologies. IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS-I), 2024 more… Full text ( DOI )
  • Genssler, Paul; Alrahis, Lilas; Sinanoglu, Ozgur; Amrouch, Hussam: HDCircuit: Brain-inspired Hyperdimensional Computing for Circuit Recognition. Proceedings of the Conference on Design, Automation & Test in Europe (DATE), 2024 more…
  • Mayahinia, Mahta; Thomann, Simon; Genssler, Paul R.; Münch, Christopher; Amrouch, Hussam; Mehdi B., Tahoori: Algorithm to Technology Co-Optimization for CiM-based Hyperdimensional Computing. Proceedings of the Conference on Design, Automation & Test in Europe (DATE), 2024 more…
  • Mayahinia, Mahta; Thomann, Simon; Genssler, Paul R.; Münch, Christopher; Amrouch, Hussam; Mehdi B., Tahoori: Algorithm to Technology Co-Optimization for CiM-based Hyperdimensional Computing. Proceedings of the Conference on Design, Automation & Test in Europe (DATE), 2024 more…

2023

  • Amrouch, Hussam; Genssler, Paul; Imani, Mohsen; Issa, Mariam; Jiao, Xun; Mohammad, Wegdan; Sepanta, Gloria; Wang, Ruixuan: Beyond von Neumann Era: Brain-Inspired Hyperdimensional Computing to the Rescue. 28th Asia and South Pacific Design Automation Conference (ASP-DAC), 2023 more… Full text ( DOI )
  • Barkam, Hamza; Yun, Sanggeon; Genssler, Paul; Zou, Zhuowen; Liu, Che-Kai; Amrouch, Hussam; Imani, Mohsen: HDGIM: Hyperdimensional Genome Sequence Matching on Unreliable highly scaled FeFET. 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2023 more… Full text ( DOI )
  • Errahmouni Barkam, Hamza; Yun, Sanggeon; Chen, Hanning; Genssler, Paul; Mema, Albi; Ding, Andrew; Michelogiannakis, George; Amrouch, Hussam; Imani, Mohsen: Reliable Hyperdimensional Reasoning on Unreliable Emerging Technologies. IEEE/ACM 42nd International Conference on Computer-Aided Design (ICCAD), 2023 more…
  • Genssler, Paul R.; Barkam, Hamza E.; Pandaram, Karthik; Imani, Mohsen; Amrouch, Hussam: Modeling and Predicting Transistor Aging Under Workload Dependency Using Machine Learning. IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS-I) 70 (9), 2023, 3699-3711 more… Full text ( DOI )
  • Genssler, Paul R.; Klemme, Florian; Parihar, Shivendra Singh; Brandhofer, Sebastian; Pahwa, Girish; Polian, Ilia; Chauhan, Yogesh Singh; Amrouch, Hussam: Cryogenic Embedded System to Support Quantum Computing: From 5-nm FinFET to Full Processor. IEEE Transactions on Quantum Engineering (IQE) 4, 2023, 1-11 more… Full text ( DOI )
  • Genssler, Paul R.; Thomann, Simon; Amrouch, Hussam: Tutorial: The Synergy of Hyperdimensional and In-memory Computing. International Conference on Hardware/Software Codesign and System Synthesis (CODES/ISSS ), 2023 more…
  • Krautter, Jonas; Genssler, Paul; Sepanta, Gloria; Amrouch, Hussam: Stress-Resiliency of AI Implementations on FPGAs. 33rd International Conference on Field-Programmable Logic and Applications (FPL), 2023 more… Full text ( DOI )
  • Kumar, Shubham; Genssler, Paul R.; Mansour, Somaya; Chauhan. S, Yogesh; Amrouch, Hussam: Frontiers in AI Acceleration: From Brain-inspired Computing to Monolithic 3D Integration. 31th IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC), 2023 more…
  • Mema, Albi; Thomann, Simon; Genssler, Paul; Amrouch, Hussam: FDSOI-Based Analog Computing for Ultra-Efficient Hamming Distance Similarity Calculation. IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS-I) PP, 2023, 1-10 more… Full text ( DOI )
  • Ranjbar, Behnaz; Klemme, Florian; Genssler, Paul R.; Amrouch, Hussam; Jung, Jinhyo; Dave, Shail; So, Hwisoo; Lee, Kyongwoo; Shrivastava, Aviral; Lin, Ji-Yung; Weckx, Pieter; Mishra, Subrat; Catthoor, Francky; Biswas, Dwaipayan; Kumar, Akash: Learning-Oriented Reliability Improvement of Computing Systems From Transistor to Application Level. 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2023 more… Full text ( DOI )
  • Thomann, Simon; Genssler, Paul R.; Amrouch, Hussam: HW/SW Co-Design for Reliable TCAM- Based In-Memory Brain-Inspired Hyperdimensional Computing. IEEE Transactions on Computers (TC) 72 (8), 2023, 2404–2417 more… Full text ( DOI )
  • Yun, Sanggeon; Errahmouni Barkam, Hamza; Latapie, Hugo; Genssler, Paul R.; Amrouch, Hussam; Imani, Mohsen: Hyperdimensional Computing for Robust and Efficient Unsupervised Learning. 57th Asilomar Conference on Signals, Systems, and Computers, (Asilomar), 2023 more…
  • van Santen, Victor; Klemme, Florian; Genssler, Paul; Amrouch, Hussam: Challenges in Machine Learning Techniques to Estimate Reliability from Transistors to Circuits. IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT), 2023 more… Full text ( DOI )
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