Variability-aware modeling of electrochemical metallization memory cells

Rana Walied Ahmad; Rainer Waser; Florian Maudet; Onur Toprak; Catherine Dubourdieu; Stephan Menzel

Neuromorph. Comput. Eng., 26 August 2024

DOI: 10.1088/2634-4386/ad57e7

Optimization of self-rectifying analog memristors by insertion of an interfacial layer

Xianyue Zhao; Kefeng Li; Ziang Chen; Andrea Dellith; Jan Dellith; Uwe Hübner; Christopher Bengel; Feng Liu; Stephan Menzel; Heidemarie Schmidt; Nan Du

Appl. Phys. Lett. 125, 083509 (2024), 21 August 2024

DOI: 10.1063/5.0213396

Understanding Stochastic Behavior of Self- Rectifying Memristors for Error-Corrected Physical Unclonable Functions

Xianyue Zhao; Jonas Ruchti; Christoph Frisch; Kefeng Li; Ziang Chen; Stephan Menzel; Rainer Waser; Heidemarie Schmidt; Ilia Polian; Michael Pehl; Nan Du

IEEE Transactions on Nanotechnology, 13 June 2024

DOI: 10.1109/TNANO.2024.3413888

Realization of Reading-based Ternary Łukasiewicz Logic using Memristive Devices

Feng Liu; Xianyue Zhao; Ziang Chen; Christopher Bengel; Nan Du; Stephan Menzel

2024 IEEE International Symposium on Circuits and Systems (ISCAS), Singapore, 19-22 May 2024

DOI: 10.1109/ISCAS58744.2024.10558534

Impact of laser energy density on engineering resistive switching dynamics in self-rectifying analog memristors based on BiFeO3 thin films

Xianyue Zhao; Kefeng Li; Ziang Chen; Jan Dellith; Andrea Dellith; Marco Diegel; Daniel Blaschke; Stephan Menzel; Ilia Polian; Heidemarie Schmidt; Nan Du

J. Appl. Phys. 135, 135303 (2024), 4 April 2024

DOI: 10.1063/5.0196718

Realization of Ternary Lukasiewicz Logic using BiFeO3 based Memristive Devices

Feng Liu; Xianyue Zhao; Ziang Chen; Christopher Bengel; Nan Du; Stephan Menzel

30th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Istanbul, 4-7 December 2023

DOI: 10.1109/ICECS58634.2023.10382938

Ternary Łukasiewicz logic using memristive devices

Christopher Bengel; Feng Liu; Ziang Chen; Xianyue Zhao; Rainer Waser; Heidemarie Schmidt; Nan Du; Stephan Menzel

Neuromorphic Computing and Engineering, 11 October 2023

DOI: 10.1088/2634-4386/acfbf3

Special Session – Non-Volatile Memories: Challenges and Opportunities for Embedded System Architectures with Focus on Machine Learning Applications

Jörg Henkel, Lokesh Siddhu, Lars Bauer, Jürgen Teich, Stefan Wildermann, Mehdi Tahoori, Mahta Mayahinia, Jeronimo Castrillon, Asif Ali Khan, Hamid Farzaneh, João Paulo C. de Lima, Jian-Jia Chen, Christian Hakert, Kuan-Hsun Chen, Chia-Lin Yang, Hsiang-Yun Cheng

Proceedings of the 2023 International Conference on Compilers, Architecture, and Synthesis of Embedded Systems (CASES), Sep 2023

DOI: tba

Multitasking and Memcomputing in Memristor Cellular Nonlinear Networks: Insights into the Underlying Mechanisms

Ioannis Messaris, Alon Ascoli, Dimitrios Prousalis, Vasileios Ntinas, Ahmet Samil Demirkol, Ronald Tetzlaff

19th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD), 03-05 July 2023

DOI: 10.1109/SMACD58065.2023.10192210

A Simplified Variability-Aware VCM Memristor Model for Efficient Circuit Simulation

Vasileios Ntinas; Dharmik Patel; Yongmin Wang; Ioannis Messaris; Vikas Rana; Stephan Menzel; Alon Ascoli; Ronald Tetzlaff

19th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD), 03-05 July 2023

DOI: 10.1109/SMACD58065.2023.10192107

*** Best Paper Award on Emerging Technologies and Applications ***

Exploration of Bistable Oscillatory Dynamics in a Memristor from Forschungszentrum Jülich

Nicolas Schmitt, Alon Ascoli, Ioannis Messaris, Ahmet Samil Demirkol, Vasileios Ntinas, Dimitrios Prousalis, Ronald Tetzlaff, Spyridon Nikolaidis, Stephan Menzel, Vikas Rana

12th International Conference on Modern Circuits and Systems Technologies (MOCAST), Athens, Greece, 28-30 June 2023

DOI: 10.1109/MOCAST57943.2023.10177018

A pseudo-memcapacitive neurotransistor for spiking neural networks

Richard Schroedter; Ahmet Samil Demirkol; Alon Ascoli; Benjamin Max; Florian Nebe; Thomas Mikolajick; Ronald Tetzlaff

12th International Conference on Modern Circuits and Systems Technologies (MOCAST), Athens, Greece, 28-30 June 2023

DOI: 10.1109/MOCAST57943.2023.10176398

Technology-Aware Drift Resilience Analysis of RRAM Crossbar Array Configurations

Daniel Reiser, Marc Reichenbach, Tommaso Rizzi, Andrea Baroni, Markus Fritscher, Christian Wenger, Cristian Zambelli, Davide Bertozzi

21st IEEE Interregional NEWCAS Conference (NEWCAS), 26-28 June 2023

DOI: 10.1109/NEWCAS57931.2023.10198076

A RRAM Characterization System with Flexible Readout Operations using an Integrating ADC

Ruolan Jia, Stefan Pechmann, Andrea Baroni, Christian Wenger, Amelie Hagelauer

18th International Conference on Ph.D Research in Microelectronics and Electronics, PRIME 2023, Valencia, 18.-21 June 2023

DOI: 10.1109/PRIME58259.2023.10161880

An RRAM-based building block for reprogrammable non-uniform sampling ADCs

Abhinav Vishwakarma, Markus Fritscher, Amelie Hagelauer, Marc Reichenbach

it - Information Technology, Vol. 65, 1-2, pages 13–29, 04 May 2023

DOI: 10.1515/itit-2023-0021

Optimizing multi-level ReRAM memory for low latency and low energy consumption

Shima Hosseinzadeh, Marius Klemm, Georg Fischer, Dietmar Fey

IT - Information Technology, Volume 65, Issue 1-2, 03 May 2023

DOI: 10.1515/itit-2023-0022

Timing-accurate simulation framework for NVM-based compute-in-memory architecture exploration

Vincent Rietz; Christopher Münch, Mahta Mayahinia, Mehdi Tahoori

it - Information Technology, Vol. 65, 1-2, pages 13–29, 03 May 2023

DOI: 10.1515/itit-2023-0019

Memristive computing in Germany

Dietmar Fey

IT - Information TechnologyVolume 65, Issue 1-2, Pages 1 - 21, 21 April 2023

DOI: 10.1515/itit-2023-0017

Review on Resistive Switching Devices Based on Multiferroic BiFeO3

Xianyue Zhao; Stephan Menzel; Ilia Polian; Heidemarie Schmidt; Nan Du

Nanomaterials, 10 April 2023

DOI: 10.3390/nano13081325

A Low-Power Ternary Adder Using Ferroelectric Tunnel Junctions

John Reuben; Dietmar Fey; Suzanne Lancaster; Stefan Slesazeck;

Electronics 2023, 12, 1163, 28 February 2023

DOI: 10.3390/electronics12051163

Reliability of Computing-In-Memory Concepts Based on Memristive Arrays

D. J. Wouters; L. Brackmann; A. Jafari; C. Bengel; M. Mayahinia; R. Waser; S. Menzel; M. Tahoori

2022 International Electron Devices Meeting (IEDM), 03-07 December 2022, San Francisco, CA, USA

DOI: 10.1109/IEDM45625.2022.10019423

An Analog Memristive and Memcapacitive Device for Neuromorphic Computing

Eter Mgeladze; Melanie Herzig; Richard Schroedter; Ronald Tetzlaff; Thomas Mikolajick; Stefan Slesazeck

2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS), 24-26 October 2022, Glasgow, United Kingdom

DOI: 10.1109/ICECS202256217.2022.9970915

Exploring Process-Voltage-Temperature Variations Impact on 4T1R Multiplexers for Energy-aware Resistive RAM-based FPGAs

Tommaso Rizzi; Andrea Baroni; Artem Glukhov; Davide Bertozzi; Christian Wenger; Daniele Ielmini; Cristian Zambelli

2022 IEEE International Integrated Reliability Workshop (IIRW), 09-14 October 2022, South Lake Tahoe, CA, USA

DOI: 10.1109/IIRW56459.2022.10032753

Study on sneak path effect in self-rectifying crossbar arrays based on emerging memristive devices

Ziang Chen; Guofu Zhang; Hao Cai; Christopher Bengel; Feng Liu; Xianyue Zhao; Shahar Kvatinsky; Heidemarie Schmidt; Rainer Waser; Stephan Menzel; Nan Du

Front. Electron. Mater, Sec. Semiconducting Materials and Devices, 04 October 2022

DOI: 10.3389/femat.2022.988785

A failure analysis framework of ReRAM In-Memory Logic operations

L. Brackmann; A. Jafari; C. Bengel; M. Mayahinia; R. Waser; D. Wouters; S. Menzel; M. Tahoori

2022 IEEE International Test Conference in Asia (ITC-Asia), 24-26 August 2022, Taipei, Taiwan

DOI: 10.1109/ITCAsia55616.2022.00022

A Deep Study of Resistance Switching Phenomena in TaOx ReRAM Cells: System-Theoretic Dynamic Route Map Analysis and Experimental Verification

Alon Ascoli; Stephan Menzel; Vikas Rana; Tim Kempen; Ioannis Messaris; Ahmet Samil Demirkol; Michael Schulten; Anne Siemon; Ronald Tetzlaff

11 August 2022

DOI: 10.1002/aelm.202200182

Reliability aspects of binary vector-matrix-multiplications using ReRAM devices

Christopher Bengel; Johannes Mohr; Stefan Wiefels; Abhairaj Singh; Anteneh Gebregiorgis; Rajendra Bishnoi; Said Hamdioui; Rainer Waser; Dirk Wouters; Stephan Menzel

Neuromorphic Computing and Engineering, 22 June 2022

DOI: 10.1088/2634-4386/ac6d04

SPICE Compact Model for an Analog Switching Niobium Oxide Memristor

Richard Schroedter; Ahmet Samil Demirkol; Alon Ascoli; Ronald Tetzlaff; Eter Mgeladze; Melanie Herzig; Stefan Slesazeck; Thomas Mikolajick

2022 11th International Conference on Modern Circuits and Systems Technologies (MOCAST), 08-10 June 2022, Bremen, Germany

DOI: 10.1109/MOCAST54814.2022.9837726

*** Best Paper Award in Electronics ***

Realization of Memristor-aided Logic Gates with Analog Memristive Devices

Hao Cai; Ziang Chen; Xianyue Zhao; Christopher Bengel; Feng Liu; Heidemarie Schmidt; Stephan Menzel; Nan Du

2022 11th International Conference on Modern Circuits and Systems Technologies (MOCAST), 08-10 June 2022, Bremen, Germany

DOI: 10.1109/MOCAST54814.2022.9837637

Performance Analysis of Memristive-CNN based on a VCM Device Model

Yongmin Wang; Alon Ascoli; Ronald Tetzlaff; Vikas Rana; Stephan Menzel

2022 IEEE International Symposium on Circuits and Systems (ISCAS), 27 May 2022 – 01 June 2022, Austin, TX, USA

DOI: 10.1109/ISCAS48785.2022.9937918

Physics-based modeling of a bi-layer Al₂O₃/Nb₂O₅ analog memristive device

Richard Schroedter; Eter Mgeladze; Melanie Herzig; Alon Ascoli; Stefan Slesazeck; Thomas Mikolajick; Ronald Tetzlaff

2022 IEEE International Symposium on Circuits and Systems (ISCAS), 27 May 2022 – 01 June 2022, Austin, TX, USA

DOI: 10.1109/ISCAS48785.2022.9937966

Analysis of VMM Operations on 1S1R Crossbar Arrays and the Influence of Wire Resistances

Rana Walied Ahmad; Dirk Wouters; Christopher Bengel; Rainer Waser; Stephan Menzel

2022 IEEE International Symposium on Circuits and Systems (ISCAS), 27 May 2022 – 01 June 2022, Austin, TX, USA

DOI: 10.1109/ISCAS48785.2022.9937570

Mitigating the Effects of RRAM Process Variation on the Accuracy of Artificial Neural Networks

Markus Fritscher; Johannes Knödtel; Maen Mallah; Stefan Pechmann; Emilio Perez-Bosch Quesada; Tommaso Rizzi; Christian Wenger & Marc Reichenbach

Embedded Computer Systems: Architectures, Modeling, and Simulation. SAMOS 2021. Lecture Notes in Computer Science, vol 13227, 27 April 2022

DOI: 10.1007/978-3-031-04580-6_27

Toward Simplified Physics-Based Memristor Modeling of Valence Change Mechanism Devices

Vasileios Ntinas; Alon Ascoli; Ioannis Messaris; Yongmin Wang; Vikas Rana; Stephan Menzel; Ronald Tetzlaff

IEEE Transactions on Circuits and Systems II: Express Briefs (Volume: 69, Issue: 5), 17 March 2022

DOI: 10.1109/TCSII.2022.3160304

System Theory Enables a Deep Exploration of ReRAM Cells’ Switching Phenomena

A. Ascoli; R. Tetzlaff; S. Menzel; V. Rana

2021 28th IEEE International Conference on Electronics, Circuits, and Systems (ICECS), 28 November 2021 – 01 December 2021, Dubai, United Arab Emirates

DOI: 10.1109/ICECS53924.2021.9665611

Comparative study of usefulness of FeFET, FTJ and ReRAM technology for ternary arithmetic

Dietmar Fey; John Reuben; Stefan Slesazeck

2021 28th IEEE International Conference on Electronics, Circuits, and Systems (ICECS), 28 November 2021 – 01 December 2021, Dubai, United Arab Emirates

DOI: 10.1109/ICECS53924.2021.9665635