Franz Müller

32 papers A 2Journal 18Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
CQ-CiM: Hardware-Aware Embedding Shaping for Robust CiM-Based Retrieval.
CoRR
Xinzhao Li, Alptekin Vardar, Franz Müller, Navya Goli, Umamaheswara Rao Tida, Kai Ni, X. Sharon Hu, Thomas Kämpfe, Ruiyang Qin
2025 J jnl
A Bio-inspired Asymmetric Double-Gate Ferroelectric FET for Emulating Astrocyte and Dendrite Dynamics in Neuromorphic Systems.
CoRR
Zhouhang Jiang, A. N. M. Nafiul Islam, Zhuangyu Han, Zijian Zhao, Franz Müller, Jiahui Duan, Halid Mulaosmanovic, Stefan Dünkel, Sven Beyer, Sourav Dutta, Vijaykrishnan Narayanan, Thomas Kämpfe, Suma George Cardwell, Frances S. Chance, Abhronil Sengupta, Kai Ni
2025 J jnl
A Homogeneous FeFET-Based Time-Domain Compute-in-Memory Fabric for Matrix-Vector Multiplication and Associative Search.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Xunzhao Yin, Qingrong Huang, Hamza Errahmouni Barkam, Franz Müller, Shan Deng, Alptekin Vardar, Sourav De, Zhouhang Jiang, Mohsen Imani, Ulf Schlichtmann, Xiaobo Sharon Hu, Cheng Zhuo, Thomas Kämpfe, Kai Ni
2025 J jnl
Ferroelectric FET-based Logic-in-Memory Encoder for Hyperdimensional Computing.
CoRR
Arka Chakraborty, Franz Müller, Thomas Kämpfe, Shubham Sahay
2025 A conf
Genetic Algorithm-Driven IMC Mapping for CNNs Using Mixed Quantization and MLC FeFETs.
DATE
Alptekin Vardar, Franz Müller, Gonzalo Cuñarro, Nellie Laleni, Nandakishor Yadav, Thomas Kämpfe
2025 J jnl
In-Situ Encryption of Single-Transistor Nonvolatile Memories without Density Loss.
CoRR
Sanwar Ahmed Ovy, Jiahui Duan, Md Ashraful Islam Romel, Franz Müller, Thomas Kämpfe, Kai Ni, Sumitha George
2025 — conf
Memory-Efficient Spiking Neural Networks Using MLC FeFETs and Mixed Quantization.
AICAS
Alptekin Vardar, Franz Müller, Gonzalo Cuñarro, Nellie Laleni, Nandakishor Yadav, Thomas Kämpfe
2024 J jnl
A Remedy to Compute-in-Memory with Dynamic Random Access Memory: 1FeFET-1C Technology for Neuro-Symbolic AI.
CoRR
Xunzhao Yin, Hamza Errahmouni Barkam, Franz Müller, Yu Jiang, Mohsen Imani, Sukhrob Abdulazhanov, Alptekin Vardar, Nellie Laleni, Zijian Zhao, Jiahui Duan, Zhiguo Shi, Siddharth Joshi, Michael T. Niemier, Xiaobo Sharon Hu, Cheng Zhuo, Thomas Kämpfe, Kai Ni
2024 — conf
Adaptive Mixed MLC-SLC FeFET Mapping for CIM AI Applications Through Simulated Annealing.
AICAS
Alptekin Vardar, Franz Müller, Ipek Geçin, Nellie Laleni, Thomas Kämpfe
2024 — conf
Enhanced reliability and trapping behavior in ferroelectric FETs under cryogenic conditions.
IMW
Maximilian Lederer, Franz Müller, Raik Hoffmann, Ricardo Olivo, Yannick Raffel, Shouzhuo Yang, Sourav De, Roman Potjan, Oliver Ostien, Abdelrahman Altawil, Ayse Sünbül, David Lehninger, Thomas Kämpfe, Konrad Seidel
2024 — conf
Ferroelectric FETs as Embedded NVRAM Supporting Cryogenic Quantum Processors.
NVMTS
Shouzhuo Yang, Yannick Raffel, Ricardo Olivo, Franz Müller, Raik Hoffmann, David Lehninger, Oliver Ostien, Maik Simon, Konrad Seidel, Thomas Kämpfe, Maximilian Lederer, Gerald Gerlach
2024 J jnl
Ferroelectric Field Effect Transistors-Based Content-Addressable Storage-Class Memory: A Study on the Impact of Device Variation and High-Temperature Compatibility.
Adv. Intell. Syst.
Athira Sunil, Masud Rana SK, Maximilian Lederer, Yannick Raffel, Franz Müller, Ricardo Olivo, Raik Hoffmann, Konrad Seidel, Thomas Kämpfe, Bhaswar Chakrabarti, Sourav De
2023 J jnl
A Ferroelectric Compute-in-Memory Annealer for Combinatorial Optimization Problems.
CoRR
Xunzhao Yin, Yu Qian, Alptekin Vardar, Marcel Gunther, Franz Müller, Nellie Laleni, Zijian Zhao, Zhouhang Jiang, Zhiguo Shi, Yiyu Shi, Xiao Gong, Cheng Zhuo, Thomas Kämpfe, Kai Ni
2023 J jnl
An Ultracompact Single-Ferroelectric Field-Effect Transistor Binary and Multibit Associative Search Engine.
Adv. Intell. Syst.
Xunzhao Yin, Franz Müller, Qingrong Huang, Chao Li, Mohsen Imani, Zeyu Yang, Jiahao Cai, Maximilian Lederer, Ricardo Olivo, Nellie Laleni, Shan Deng, Zijian Zhao, Zhiguo Shi, Yiyu Shi, Cheng Zhuo, Thomas Kämpfe, Kai Ni
2023 J jnl
Demonstration of Differential Mode Ferroelectric Field-Effect Transistor Array-Based in-Memory Computing Macro for Realizing Multiprecision Mixed-Signal Artificial Intelligence Accelerator.
Adv. Intell. Syst.
Vivek Parmar, Franz Müller, Jing-Hua Hsuen, Sandeep Kaur Kingra, Nellie Laleni, Yannick Raffel, Maximilian Lederer, Alptekin Vardar, Konrad Seidel, Taha Soliman, Tobias Kirchner, Tarek Ali, Stefan Dünkel, Sven Beyer, Tian-Li Wu, Sourav De, Manan Suri, Thomas Kämpfe
2023 J jnl
Embedding Security into Ferroelectric FET Array via In-Situ Memory Operation.
CoRR
Yixin Xu, Yi Xiao, Zijian Zhao, Franz Müller, Alptekin Vardar, Xiao Gong, Sumitha George, Thomas Kämpfe, Vijaykrishnan Narayanan, Kai Ni
2023 — conf
Hafnium oxide-based Ferroelectric Memories: Are we ready for Application?
IMW
Konrad Seidel, David Lehninger, Franz Müller, Yannick Raffel, Ayse Sünbül, Ricardo Revello, Raik Hoffmann, Sourav De, Thomas Kämpfe, Maximilian Lederer
2023 — conf
Multi-Level Operation of Ferroelectric FET Memory Arrays for Compute-In-Memory Applications.
IMW
Franz Müller, Sourav De, Maximilian Lederer, Raik Hoffmann, Ricardo Olivo, Thomas Kämpfe, Konrad Seidel, Tarek Ali, Halid Mulaosmanovic, Stefan Dünkel, Johannes Müller, Sven Beyer, Gerald Gerlach
2023 — conf
Torwards Variability Immune Scalable FeFET-based Macros for IMC DNN Accelerators.
ICECS
Nellie Laleni, Taha Soliman, Cecilia De la Parra, Franz Müller, Tobias Kirchner, Andre Guntoro, Thomas Kämpfe, Norbert Wehn, T. Jang
2022 J jnl
A Homogeneous Processing Fabric for Matrix-Vector Multiplication and Associative Search Using Ferroelectric Time-Domain Compute-in-Memory.
CoRR
Xunzhao Yin, Qingrong Huang, Franz Müller, Shan Deng, Alptekin Vardar, Sourav De, Zhouhang Jiang, Mohsen Imani, Cheng Zhuo, Thomas Kämpfe, Kai Ni
2022 J jnl
An Ultra-Compact Single FeFET Binary and Multi-Bit Associative Search Engine.
CoRR
Xunzhao Yin, Franz Müller, Qingrong Huang, Chao Li, Mohsen Imani, Zeyu Yang, Jiahao Cai, Maximilian Lederer, Ricardo Olivo, Nellie Laleni, Shan Deng, Zijian Zhao, Cheng Zhuo, Thomas Kämpfe, Kai Ni
2022 — conf
Endurance improvements and defect characterization in ferroelectric FETs through interface fluorination.
IMW
Yannick Raffel, Ricardo Olivo, Maximilian Lederer, Franz Müller, Raik Hoffmann, Tarek Ali, Konstantin Mertens, Luca Pirro, Maximilian Drescher, Sven Beyer, Thomas Kämpfe, Konrad Seidel, Lukas M. Eng, Johannes Heitmann
2022 J jnl
FELIX: A Ferroelectric FET Based Low Power Mixed-Signal In-Memory Architecture for DNN Acceleration.
ACM Trans. Embed. Comput. Syst.
Taha Soliman, Nellie Laleni, Tobias Kirchner, Franz Müller, Ashish Shrivastava, Thomas Kämpfe, Andre Guntoro, Norbert Wehn
2022 J jnl
FeFET Multi-Bit Content-Addressable Memories for In-Memory Nearest Neighbor Search.
IEEE Trans. Computers
Arman Kazemi, Mohammad Mehdi Sharifi, Ann Franchesca Laguna, Franz Müller, Xunzhao Yin, Thomas Kämpfe, Michael T. Niemier, X. Sharon Hu
2022 J jnl
Ferroelectric FET-based strong physical unclonable function: a low-power, high-reliable and reconfigurable solution for Internet-of-Things security.
CoRR
Xinrui Guo, Xiaoyang Ma, Franz Müller, Kai Ni, Thomas Kämpfe, Yongpan Liu, Vijaykrishnan Narayanan, Xueqing Li
2022 — conf
Roadmap for Ferroelectric Memory: Challenges and Opportunities for IMC Applications.
ISOCC
Sourav De, Maximilian Lederer, Yannick Raffel, Franz Müller, Konrad Seidel, Thomas Kämpfe
2021 J jnl
Deep Random Forest with Ferroelectric Analog Content Addressable Memory.
CoRR
Xunzhao Yin, Franz Müller, Ann Franchesca Laguna, Chao Li, Wenwen Ye, Qingrong Huang, Qinming Zhang, Zhiguo Shi, Maximilian Lederer, Nellie Laleni, Shan Deng, Zijian Zhao, Michael T. Niemier, Xiaobo Sharon Hu, Cheng Zhuo, Thomas Kämpfe, Kai Ni
2021 — conf
Exploiting FeFET Switching Stochasticity for Low-Power Reconfigurable Physical Unclonable Function.
ESSCIRC
Xinrui Guo, Xiaoyang Ma, Franz Müller, Ricardo Olivo, Juejian Wu, Kai Ni, Thomas Kämpfe, Yongpan Liu, Huazhong Yang, Xueqing Li
2021 — conf
Exploiting FeFET Switching Stochasticity for Low-Power Reconfigurable Physical Unclonable Function.
ESSDERC
Xinrui Guo, Xiaoyang Ma, Franz Müller, Ricardo Olivo, Juejian Wu, Kai Ni, Thomas Kämpfe, Yongpan Liu, Huazhong Yang, Xueqing Li
2021 A conf
In-Memory Nearest Neighbor Search with FeFET Multi-Bit Content-Addressable Memories.
DATE
Arman Kazemi, Mohammad Mehdi Sharifi, Ann Franchesca Laguna, Franz Müller, Ramin Rajaei, Ricardo Olivo, Thomas Kämpfe, Michael T. Niemier, X. Sharon Hu
2020 — conf
Impact of Ferroelectric Wakeup on Reliability of Laminate based Si-doped Hafnium Oxide (HSO) FeFET Memory Cells.
IRPS
Tarek Ali, Kati Kühnel, Malte Czernohorsky, Matthias Rudolph, Björn Pätzold, Ricardo Olivo, David Lehninger, Konstantin Mertens, Franz Müller, Maximilian Lederer, Raik Hoffmann, Clemens Mart, Mahsa N. Kalkani, Philipp Steinke, Thomas Kämpfe, Johannes Müller, Jan Van Houdt, Konrad Seidel, Lukas M. Eng
2020 J jnl
In-Memory Nearest Neighbor Search with FeFET Multi-Bit Content-Addressable Memories.
CoRR
Arman Kazemi, Mohammad Mehdi Sharifi, Ann Franchesca Laguna, Franz Müller, Ramin Rajaei, Ricardo Olivo, Thomas Kämpfe, Michael T. Niemier, Xiaobo Sharon Hu