Stephan Menzel

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 55

Top Topics

Experimental Verification

Matrix Multiplication

Top Venues

Adv. Intell. Syst.

Neuromorph. Comput. Eng.

Publications

Feng Liu, Xianyue Zhao, Ziang Chen, Christopher Bengel, Nan Du, Stephan Menzel
Realization of Reading-based Ternary Łukasiewicz Logic using Memristive Devices. ISCAS (2024)
Daniel Schön, Stephan Menzel
Understanding the Thermal Aspects in Dense RRAM Memory Arrays. IMW (2024)
Leon Brackmann, Tobias Ziegler, Atousa Jafari, Dirk J. Wouters, Mehdi B. Tahoori, Stephan Menzel
Improved Arithmetic Performance by Combining Stateful and Non-Stateful Logic in Resistive Random Access Memory 1T-1R Crossbars. Adv. Intell. Syst. 6 (3) (2024)
Zhenming Yu, Stephan Menzel, John Paul Strachan, Emre Neftci
Integration of Physics-Derived Memristor Models with Machine Learning Frameworks. CoRR (2024)
Tyler Hennen, Leon Brackmann, Tobias Ziegler, Sebastian Siegel, Stephan Menzel, Rainer Waser, Dirk J. Wouters, Daniel Bedau
Synaptogen: A cross-domain generative device model for large-scale neuromorphic circuit design. CoRR (2024)
Christopher Bengel, Leon Dixius, Rainer Waser, Dirk J. Wouters, Stephan Menzel
Bit slicing approaches for variability aware ReRAM CIM macros. it Inf. Technol. 65 (1-2) (2023)
Tobias Ziegler, Leon Brackmann, Tyler Hennen, Christopher Bengel, Stephan Menzel, Dirk J. Wouters
Eliminating Capacitive Sneak Paths in Associative Capacitive Networks based on Complementary Resistive Switches for In-Memory Computing. IMW (2023)
Feng Liu, Xianyue Zhao, Ziang Chen, Christopher Bengel, Nan Du, Stephan Menzel
Realization of Ternary Łukasiewicz Logic using BiFeO3-based Memristive Devices. ICECS (2023)
Seokki Son, Camilla La Torre, Andreas Kindsmüller, Vikas Rana, Stephan Menzel
A Study of the Electroforming Process in 1T1R Memory Arrays. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (2) (2023)
Leon Brackmann, Tobias Ziegler, Atousa Jafari, Dirk J. Wouters, Mehdi B. Tahoori, Stephan Menzel
Design Limitations in Oxide-Based Memristive Ternary Content Addressable Memories. ISCAS (2023)
Vasileios G. Ntinas, Dharmik Patel, Yongmin Wang, Ioannis Messaris, Vikas Rana, Stephan Menzel, Alon Ascoli, Ronald Tetzlaff
A Simplified Variability-Aware VCM Memristor Model for Efficient Circuit Simulation. SMACD (2023)
Yongmin Wang, Kristoffer Schnieders, Vasileios Ntinas, Alon Ascoli, Felix Cüppers, Susanne Hoffmann-Eifert, Stefan Wiefels, Ronald Tetzlaff, Vikas Rana, Stephan Menzel
Experimental Verification of Uncoupled Memristive Cellular Nonlinear Network by Processing the EDGE Detection Task. NANOARCH (2023)
N. Schmitt, Alon Ascoli, Ioannis Messaris, Ahmet Samil Demirkol, Vasileios G. Ntinas, Dimitrios Prousalis, Ronald Tetzlaff, S. Nikolaidis, Stephan Menzel, Vikas Rana
Exploration of Bistable Oscillatory Dynamics in a Memristor from Forschungszentrum Jülich. MOCAST (2023)
Christopher Bengel, Anteneh Gebregiorgis, Stephan Menzel, Rainer Waser, Georgi Gaydadjiev, Said Hamdioui
Devices and Architectures for Efficient Computing In-Memory (CIM) Design. SAMOS (2023)
Christopher Bengel, Feng Liu, Ziang Chen, Xianyue Zhao, Rainer Waser, Heidemarie Schmidt, Nan Du, Stephan Menzel
Ternary Łukasiewicz logic using memristive devices. Neuromorph. Comput. Eng. 3 (4) (2023)
Simranjeet Singh, Elmira Moussavi, Christopher Bengel, Sachin B. Patkar, Rainer Waser, Rainer Leupers, Vikas Rana, Vivek Pachauri, Stephan Menzel, Farhad Merchant
Exploring Multi-Valued Logic and its Application in Emerging Post-CMOS Technologies. NANOARCH (2023)
Vasileios G. Ntinas, Yongmin Wang, Ahmet Samil Demirkol, Ioannis Messaris, Vikas Rana, Stephan Menzel, Alon Ascoli, Ronald Tetzlaff
Design and Analysis of Isolated Voltage-Mode Memristor Cellular Nonlinear Network Cells. ISCAS (2023)
Donato Francesco Falcone, Stephan Menzel, Tommaso Stecconi, Antonio La Porta, Ludovico Carraria-Martinotti, Bert Jan Offrein, Valeria Bragaglia
Physical modeling and design rules of analog Conductive Metal Oxide-HfO2 ReRAM. IMW (2023)
Milan Buttberg, Ilia Valov, Stephan Menzel
Simulating the filament morphology in electrochemical metallization cells. Neuromorph. Comput. Eng. 3 (2) (2023)
Carsten Funck, Stefan Wiefels, Christopher Bengel, Kristoffer Schnieders, Susanne Hoffmann-Eifert, Regina Dittmann, Stephan Menzel
A Physical Description of the Variability in Single-ReRAM Devices and Hardware-Based Neuronal Networks. Adv. Intell. Syst. 5 (11) (2023)
Vasileios G. Ntinas, Alon Ascoli, Ioannis Messaris, Yongmin Wang, Vikas Rana, Stephan Menzel, Ronald Tetzlaff
Toward Simplified Physics-Based Memristor Modeling of Valence Change Mechanism Devices. IEEE Trans. Circuits Syst. II Express Briefs 69 (5) (2022)
Mahta Mayahinia, Abhairaj Singh, Christopher Bengel, Stefan Wiefels, Muath Abu Lebdeh, Stephan Menzel, Dirk J. Wouters, Anteneh Gebregiorgis, Rajendra Bishnoi, Rajiv V. Joshi, Said Hamdioui
A Voltage-Controlled, Oscillation-Based ADC Design for Computation-in-Memory Architectures Using Emerging ReRAMs. ACM J. Emerg. Technol. Comput. Syst. 18 (2) (2022)
Hao Cai, Ziang Chen, Xianyue Zhao, Christopher Bengel, Feng Liu, Heidemarie Schmidt, Stephan Menzel, Nan Du
Realization of Memristor-aided Logic Gates with Analog Memristive Devices. MOCAST (2022)
Yongmin Wang, Alon Ascoli, Ronald Tetzlaff, Vikas Rana, Stephan Menzel
Performance Analysis of Memristive-CNN based on a VCM Device Model. ISCAS (2022)
Zhenming Yu, Stephan Menzel, John Paul Strachan, Emre Neftci
Integration of Physics-Derived Memristor Models with Machine Learning Frameworks. IEEECONF (2022)
Rana Walied Ahmad, Dirk J. Wouters, Christopher Bengel, Rainer Waser, Stephan Menzel
Analysis of VMM Operations on 1S1R Crossbar Arrays and the Influence of Wire Resistances. ISCAS (2022)
Melvin Galicia, Stephan Menzel, Farhad Merchant, Maximilian Müller, Hsin-Yu Chen, Qing-Tai Zhao, Felix Cüppers, Abdur R. Jalil, Qi Shu, Peter Schüffelgen, Gregor Mussler, Carsten Funck, Christian Lanius, Stefan Wiefels, Moritz von Witzleben, Christopher Bengel, Nils Kopperberg, Tobias Ziegler, R. Walied Ahmad, Alexander Krüger, Leticia Pöhls, Regina Dittmann, Susanne Hoffmann-Eifert, Vikas Rana, Detlev Grützmacher, Matthias Wuttig, Dirk J. Wouters, Andrei Vescan, Tobias Gemmeke, Joachim Knoch, Max C. Lemme, Rainer Leupers, Rainer Waser
NEUROTEC I: Neuro-inspired Artificial Intelligence Technologies for the Electronics of the Future. DATE (2022)
Nils Kopperberg, Stefan Wiefels, Karl Hofmann, Jan Otterstedt, Dirk J. Wouters, Rainer Waser, Stephan Menzel
Endurance of 2 Mbit Based BEOL Integrated ReRAM. IEEE Access 10 (2022)
Felix Staudigl, Hazem Al Indari, Daniel Schön, Dominik Sisejkovic, Farhad Merchant, Jan Moritz Joseph, Vikas Rana, Stephan Menzel, Rainer Leupers
NeuroHammer: Inducing Bit-Flips in Memristive Crossbar Memories. DATE (2022)
Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Steve B. Furber, Emre Neftci, Franz Scherr, Wolfgang Maass, Srikanth Ramaswamy, Jonathan Tapson, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Gabriella Panuccio, Mufti Mahmud, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, N. Pryds
2022 roadmap on neuromorphic computing and engineering. Neuromorph. Comput. Eng. 2 (2) (2022)
L. Brackmann, Atousa Jafari, Christopher Bengel, Mahta Mayahinia, Rainer Waser, Dirk J. Wouters, Stephan Menzel, Mehdi B. Tahoori
A failure analysis framework of ReRAM In-Memory Logic operations. ITC-Asia (2022)
Mahdi Zahedi, Muath Abu Lebdeh, Christopher Bengel, Dirk J. Wouters, Stephan Menzel, Manuel Le Gallo, Abu Sebastian, Stephan Wong, Said Hamdioui
MNEMOSENE: Tile Architecture and Simulator for Memristor-based Computation-in-memory. ACM J. Emerg. Technol. Comput. Syst. 18 (3) (2022)
Christopher Bengel, Stefan Wiefels, Vikas Rana, Hsin-Yu Chen, Qing-Tai Zhao, Rainer Waser, Henriette Padberg, Fengben Xi, Stephan Menzel
Experimental and Theoretical Analysis of Stateful Logic in Passive and Active Crossbar Arrays for Computation-in-Memory. ISCAS (2022)
Christopher Bengel, Johannes Mohr, Stefan Wiefels, Abhairaj Singh, Anteneh Gebregiorgis, Rajendra Bishnoi, Said Hamdioui, Rainer Waser, Dirk J. Wouters, Stephan Menzel
Reliability aspects of binary vector-matrix-multiplications using ReRAM devices. Neuromorph. Comput. Eng. 2 (3) (2022)
Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Emre Neftci, Srikanth Ramaswamy, Jonathan Tapson, Franz Scherr, Wolfgang Maass, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, N. Pryds
2021 Roadmap on Neuromorphic Computing and Engineering. CoRR (2021)
Alon Ascoli, Ronald Tetzlaff, Stephan Menzel, V. Rana
System Theory Enables a Deep Exploration of ReRAM Cells' Switching Phenomena. ICECS (2021)
Christopher Bengel, Anne Siemon, Vikas Rana, Stephan Menzel
Implementation of Multinary Łukasiewicz Logic Using Memristive Devices. ISCAS (2021)
Letícia Maria Veiras Bolzani, Moritz Fieback, Susanne Hoffmann-Eifert, Thiago Copetti, E. Brum, Stephan Menzel, Said Hamdioui, Tobias Gemmeke
Review of Manufacturing Process Defects and Their Effects on Memristive Devices. J. Electron. Test. 37 (4) (2021)
Konstantinos Oikonomou, Kathleen Steinhöfel, Stephan Menzel
A Machine Learning Model for Predicting Fetal Hemoglobin Levels in Sickle Cell Disease Patients. ICICT (1) (2021)
Felix Staudigl, Hazem Al Indari, Daniel Schön, Dominik Sisejkovic, Farhad Merchant, Jan Moritz Joseph, Vikas Rana, Stephan Menzel, Rainer Leupers
NeuroHammer: Inducing Bit-Flips in Memristive Crossbar Memories. CoRR (2021)
Christopher Bengel, Anne Siemon, Felix Cüppers, Susanne Hoffmann-Eifert, Alexander Hardtdegen, Moritz von Witzleben, Lena Hellmich, Rainer Waser, Stephan Menzel
Variability-Aware Modeling of Filamentary Oxide-Based Bipolar Resistive Switching Cells Using SPICE Level Compact Models. IEEE Trans. Circuits Syst. (12) (2020)
Tobias Ziegler, Rainer Waser, Dirk J. Wouters, Stephan Menzel
In-Memory Binary Vector-Matrix Multiplication Based on Complementary Resistive Switches. Adv. Intell. Syst. 2 (10) (2020)
Camilla La Torre, Andreas Kindsmüller, Seokki Son, Rainer Waser, Vikas Rana, Stephan Menzel
A Compact Model for the Electroforming Process of Memristive Devices. ECCTD (2020)
Tobias Ziegler, Rainer Waser, Dirk J. Wouters, Stephan Menzel
In-Memory Binary Vector-Matrix Multiplication Based on Complementary Resistive Switches. Adv. Intell. Syst. 2 (10) (2020)
Anne Siemon, Dirk J. Wouters, Said Hamdioui, Stephan Menzel
Memristive Device Modeling and Circuit Design Exploration for Computation-in-Memory. ISCAS (2019)
Andreas Kindsmüller, Alexander Schönhals, Stephan Menzel, Regina Dittmann, Rainer Waser, Dirk J. Wouters
The influence of interfacial (sub)oxide layers on the properties of pristine resistive switching devices. NVMTS (2018)
Stephan Menzel, Anne Siemon, Alon Ascoli, Ronald Tetzlaff
Requirements and Challenges for Modelling Redox-based Memristive Devices. ISCAS (2018)
Carsten Funck, C. Baumer, Regina Dittmann, Manfred Martin, Rainer Waser, Stephan Menzel
Atomistic Investigation of the Schottky Contact Conductance Limits at SrTiO3 based Resistive Switching Devices. NVMTS (2018)
Debjyoti Bhattacharjee, Anne Siemon, Eike Linn, Stephan Menzel, Anupam Chattopadhyay
Kogge-Stone Adder Realization using 1S1R Resistive Switching Crossbar Arrays. ACM J. Emerg. Technol. Comput. Syst. 14 (2) (2018)
Moritz von Witzleben, Erik Wichmann, Carsten Funck, Karsten Fleck, Rainer Waser, Ulrich Böttger, Thomas Breuer, Stephan Menzel
Thermal effects on the I-V characteristics of filamentary VCM based ReRAM-cells using a nanometer-sized heater. NVMTS (2017)
Wilhelm Stehling, Elhameh Abbaspour, Christoph Jungemann, Stephan Menzel
Kinetic Monte Carlo modeling of the charge transport in a HfO2-based ReRAM with a rough anode. NVMTS (2017)
Stephan Menzel, Rainer Waser, Anne Siemon, Camilla La Torre, M. Schulten, Alon Ascoli, Ronald Tetzlaff
On the origin of the fading memory effect in ReRAMs. PATMOS (2017)
Wonjoo Kim, Dirk J. Wouters, Stephan Menzel, Christian Rodenbucher, Rainer Waser, Vikas Rana
Lowering forming voltage and forming-free behavior of Ta2O5 ReRAM devices. ESSDERC (2016)
Debjyoti Bhattacharjee, Anne Siemon, Eike Linn, Stephan Menzel, Anupam Chattopadhyay
Efficient implementation of multiplexer and priority multiplexer using 1S1R ReRAM crossbar arrays. MWSCAS (2016)
Karsten Fleck, Ulrich Böttger, Rainer Waser, Nabeel Aslam, Susanne Hoffmann-Eifert, Stephan Menzel
Energy dissipation during pulsed switching of strontium-titanate based resistive switching memory devices. ESSDERC (2016)
Anne Siemon, Stephan Menzel, Rainer Waser, Eike Linn
Controllability of multi-level states in memristive device models using a transistor as current compliance during SET operation. IJCNN (2015)
Anne Siemon, Stephan Menzel, Rainer Waser, Eike Linn
A Complementary Resistive Switch-Based Crossbar Array Adder. IEEE J. Emerg. Sel. Topics Circuits Syst. 5 (1) (2015)
Anne Siemon, Stephan Menzel, Anupam Chattopadhyay, Rainer Waser, Eike Linn
In-memory adder functionality in 1S1R arrays. ISCAS (2015)
Lutz Nielen, Anne Siemon, Stefan Tappertzhofen, Rainer Waser, Stephan Menzel, Eike Linn
Study of Memristive Associative Capacitive Networks for CAM Applications. IEEE J. Emerg. Sel. Topics Circuits Syst. 5 (2) (2015)
Eike Linn, Anne Siemon, Rainer Waser, Stephan Menzel
Applicability of Well-Established Memristive Models for Simulations of Resistive Switching Devices. CoRR (2014)
Anne Siemon, Stephan Menzel, Rainer Waser, Eike Linn
A Complementary Resistive Switch-based Crossbar Array Adder. CoRR (2014)
Stephan Menzel
Modeling and simulation of electrochemical metallization memory cells. ISCAS (2014)
Anne Siemon, Stephan Menzel, Astrid Marchewka, Yoshifumi Nishi, Rainer Waser, Eike Linn
Simulation of TaOx-based complementary resistive switches by a physics-based memristive model. ISCAS (2014)
S. Ferch, Eike Linn, Rainer Waser, Stephan Menzel
Simulation and comparison of two sequential logic-in-memory approaches using a dynamic electrochemical metallization cell model. Microelectron. J. 45 (11) (2014)
Eike Linn, Anne Siemon, Rainer Waser, Stephan Menzel
Applicability of Well-Established Memristive Models for Simulations of Resistive Switching Devices. IEEE Trans. Circuits Syst. I Regul. Pap. (8) (2014)
Rainer Waser, Stephan Menzel, Vikas Rana
Recent progress in redox-based resistive switching. ISCAS (2012)
Victor V. Zhirnov, Ralph K. Cavin III, Stephan Menzel, Eike Linn, Sebastian Schmelzer, Dennis Bräuhaus, Christina Schindler, Rainer Waser
Memory Devices: Energy-Space-Time Tradeoffs. Proc. IEEE 98 (12) (2010)