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NVM-OMA

Non-Volatile One Memory Architecture

Die Website wird ausschließlich auf Englisch angeboten.

Activity Timeline

  • 26.03.2021 -- Spring Workshop @ Zoom
  • 20.02.2021 -- Tutorial @ VLSID 2021 
  • 01.02.2021 -- Tutorial @ DATE 2021
  • 27.07.2020 -- Midterm Workshop @ Zoom
  • 12.06.2020 -- Administrative Meeting @ Skype
  • 17.02.2020 -- Project meeting @ Skype
  • 03.12.2019 -- Project meeting @ KIT (Germany)
  • 25.10.2019 -- Face-to-face meeting with NEC @ Heidelberg (Germany)
  • 22.10.2019 -- Programming tutorial for NVM simulations @ TU Dort­mund (Germany)
  • 01.10.2019 -- Project meeting @ Dort­mund (Germany)
  • 16.05.2019 -- Project meeting @ KIT (Germany)
  • 04.03.2019 -- Kickoff workshop @ Academia Sinica (Taiwan)
  • 12.02.2019 -- Project meeting @ KIT (Germany)

Links: DFG, MOST

 

Published Research Papers

2021

  • On the Reliability of FeFET On-Chip Memory
    Genssler, Paul R. and van Santen, Victor M. and Henkel, Joerg and Amrouch, Hussam
    In IEEE Transactions on Computers (TC), accepted
    2021
  • BLOwing Trees to the Ground: Layout Optimization of Decision Trees on Racetrack Memory.
    Christian Hakert, Asif-Ali Khan, Kuan-Hsun Chen, Fazal, Jeronimo Castrillon and Jian-Jia Chen.
    In 58th ACM/IEEE Design Automation Conference (DAC), accepted
    2021
  • Robust Brain-Inspired Computing: On the Reliability of Spiking Neural Network Using Emerging Non-Volatile Synapses.
    Ming-Ling Wei, Hussam Amrouch and Cheng-Lin Sung, Chia-Lin Yang, Khe-Chung Wang and Chin-Yuan Lu
    In Proceedings of the IEEE 59th International Reliability Physics Symposium (IRPS).
    Virtual Conference, 2021
  • Margin-Marximization in Binarized Neural Networks for Optimizing Bit Error Tolerance.
    Sebastian Buschjäger, Jian-Jia Chen, Kuan-Hsun Chen, Mario Günzel, Christian Hakert, Katharina Morik, Rodion Novkin, Lukas Pfahler and Mikail Yayla.
    In Design, Automation and Test in Europe Conference (DATE), Best Paper Award Candidate.
    Virtual Conference, 2021
  • Future Computing Platform Design: A Cross-Layer Design Approach.
    Hsiang-Yun Cheng, Chun-Feng Wu, Christian Hakert, Kuan-Hsun Chen, Yuan-Hao Chang, Jian-Jia Chen, Chia-Lin Yang and Tei-Wei Kuo.
    In Design, Automation and Test in Europe Conference (DATE), Special Session Paper.
    Virtual Conference, 2021
  • FeFET and NCFET for Future Neural Networks: Visions and Opportunities.
    Mikail Yayla, Kuan-Hsun Chen, Georgios Zervakis, Joerg Henkel, Jian-Jia Chen and Hussam Amrouch.
    In Design, Automation and Test in Europe Conference (DATE), Special Session Paper.
    Virtual Conference, 2021
  • Tutorial for Full System Simulations of Non-Volatile Main Memories.
    Jian-Jia Chen and Christian Hakert.
    In Design, Automation and Test in Europe Conference
    2021
  • [Demo] Tutorial for Full System Simulations of Non-Volatile Main Memories.
    Christian Hakert and Jian-Jia Chen.
    In Design

2020

  • Overheating-Avoidance Remapping Scheme for Reliability Enhancement of 3D PCM Storage Systems.
    Yu-Chen Lin, Tse-Yuan Wang, Che-Wei Tsao, Yuan-Hao Chang, Jian-Jia Chen, Xue Liu, Tei-Wei Kuo.
    International Conference on Research in Adaptive and Convergent Systems (RACS)
    2020
  • Temperature Dependence and Temperature-Aware Sensing in Ferroelectric FET.
    Aniket Gupta, Kai Ni, Om Prakash, X. Sharon Hu and Hussam Amrouch.
    In Proceedings of the IEEE 58th International Reliability Physics Symposium (IRPS'20)
    Dallas, Texas, 2020
  • Impact of Extrinsic Variation Sources on the Device-to-Device Variation in Ferroelectric FET.
    Kai Ni, Aniket Gupta, Om Prakash, Simon Thomann, X. Sharon Hu and Hussam Amrouch.
    In Proceedings of the IEEE 58th International Reliability Physics Symposium (IRPS'20)
    Dallas, Texas, 2020
  • How to Cultivate a Green Decision Tree without Loss of Accuracy?.
    Tseng-Yi Chen, Yuan-Hao Chang, Ming-Chang Yang and Huang-Wei Chen.
    In Proceedings of the ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED)
    Virtual Conference, 2020
  • Software-Based Memory Analysis Environments for In-Memory Wear-Leveling.
    Christian Hakert, Kuan-Hsun Chen, Mikail Yayla, Georg von der Brüggen, Sebastian Bloemeke and Jian-Jia Chen.
    In 25th Asia and South Pacific Design Automation Conference ASP-DAC 2020, Invited Paper
    Beijing, China, 2020
  • NS-FTL: Alleviating the Uneven Bit-Level Wearing of NVRAM-based FTL via NAND-SPIN.
    Wei-Chun Cheng, Shuo-Han Chen, Yuan-Hao Chang, Kuan-Hsun Chen, Jian-Jia Chen, Tseng-Yi Chen, Ming-Chang Yang and Wei-Kuan Shih.
    In 9th Non-Volatile Memory Systems and Applications Symposium (NVMSA)
    Virtual Conference, 2020
  • Split’n Trace NVM: Leveraging Library OSes for Semantic Memory Tracing.
    Christian Hakert, Kuan-Hsun Chen, Simon Kuenzer, Sharan Santhanam, Shuo-Han Chen, Yuan-Hao Chang, Felipe Huici and Jian-Jia Chen.
    In 9th Non-Volatile Memory Systems and Applications Symposium (NVMSA)
    Virtual Conference, 2020
  • SoftWear: Software-Only In-Memory Wear-Leveling for Non-Volatile Main Memory.
    Christian Hakert, Kuan-Hsun Chen, Paul R. Genssler, Georg Brüggen, Lars Bauer, Hussam Amrouch, Jian-Jia Chen and Jörg Henkel.
    CoRR abs/2004.03244
    2020
  • Towards Explainable Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks.
    Sebastian Buschjäger, Jian-Jia Chen, Kuan-Hsun Chen, Mario Günzel, Christian Hakert, Katharina Morik, Rodion Novkin, Lukas Pfahler and Mikail Yayla.
    CoRR abs/2002.00909
    2020

2019

  • Stack Usage Analysis for Efficient Wear Leveling in Non-Volatile Main Memory Systems.
    Christian Hakert, Mikail Yayla, Kuan-Hsun Chen, Georg von der Brüggen, Jian-Jia Chen, Sebastian Buschjäger, Katharina Morik, Paul R. Genssler, Lars Bauer, Hussam Amrouch and Jörg Henkel.
    In 1st ACM/IEEE Workshop on Machine Learning for CAD (MLCAD)
    Alberta, Canada, 2019
  • The Best of Both Worlds: On Exploiting Bit-Alterable NAND Flash for Lifetime and Read Performance Optimization.
    Shuo-Han Chen, Ming-Chang Yang and Yuan-Hao Chang.
    In Proceedings of the 56th Annual Design Automation Conference (DAC)
    2019
  • Replanting Your Forest: NVM-friendly Bagging Strategy for Random Forest.
    Yu Ting Ho, Chun-Feng Wu, Ming-Chang Yang, Yseng-Yi Chen and Yuan-Hao Chang.
    In Non-Volatile Memory Systems and Applications Symposium (NVMSA)
    2019
  • Adaptive Memory and Storage Fusion on Non-Volatile One-Memory System.
    Chi-Hsing Chang and Che-Wei Chang.
    In Non-Volatile Memory Systems and Applications Symposium (NVMSA)
    2019

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