Dirk J. Wouters

According to our database, Dirk J. Wouters authored at least 31 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Improved Arithmetic Performance by Combining Stateful and Non-Stateful Logic in Resistive Random Access Memory 1T-1R Crossbars.

Leon Brackmann, Tobias Ziegler, Atousa Jafari, Dirk J. Wouters, Mehdi B. Tahoori, Stephan Menzel

Adv. Intell. Syst., March, 2024

Synaptogen: A cross-domain generative device model for large-scale neuromorphic circuit design.

Tyler Hennen, Leon Brackmann, Tobias Ziegler, Sebastian Siegel, Stephan Menzel, Rainer Waser, Dirk J. Wouters, Daniel Bedau

CoRR, 2024

2023

Sequence learning in a spiking neuronal network with memristive synapses.

Younes Bouhadjar, Sebastian Siegel, Tom Tetzlaff, Markus Diesmann, Rainer Waser, Dirk J. Wouters

Neuromorph. Comput. Eng., September, 2023

System model of neuromorphic sequence learning on a memristive crossbar array.

Sebastian Siegel, Younes Bouhadjar, Tom Tetzlaff, Rainer Waser, Regina Dittmann, Dirk J. Wouters

Neuromorph. Comput. Eng., June, 2023

Bit slicing approaches for variability aware ReRAM CIM macros.

Christopher Bengel, Leon Dixius, Rainer Waser, Dirk J. Wouters, Stephan Menzel

it Inf. Technol., May, 2023

Coherent noise enables probabilistic sequence replay in spiking neuronal networks.

Younes Bouhadjar, Dirk J. Wouters, Markus Diesmann, Tom Tetzlaff

PLoS Comput. Biol., 2023

Demonstration of neuromorphic sequence learning on a memristive array.

Sebastian Siegel, Tobias Ziegler, Younes Bouhadjar, Tom Tetzlaff, Rainer Waser, Regina Dittmann, Dirk J. Wouters

Proceedings of the Neuro-Inspired Computational Elements Conference, 2023

Design Limitations in Oxide-Based Memristive Ternary Content Addressable Memories.

Leon Brackmann, Tobias Ziegler, Atousa Jafari, Dirk J. Wouters, Mehdi B. Tahoori, Stephan Menzel

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Eliminating Capacitive Sneak Paths in Associative Capacitive Networks based on Complementary Resistive Switches for In-Memory Computing.

Tobias Ziegler, Leon Brackmann, Tyler Hennen, Christopher Bengel, Stephan Menzel, Dirk J. Wouters

Proceedings of the IEEE International Memory Workshop, 2023

Work-in-Progress: A Universal Instrumentation Platform for Non-Volatile Memories.

Felix Staudigl, Mohammed Hossein, Tobias Ziegler, Hazem Al Indari, Rebecca Pelke, Sebastian Siegel, Dirk J. Wouters, Dominik Sisejkovic, Jan Moritz Joseph, Rainer Leupers

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2023

2022

Sequence learning, prediction, and replay in networks of spiking neurons.

Younes Bouhadjar, Dirk J. Wouters, Markus Diesmann, Tom Tetzlaff

PLoS Comput. Biol., 2022

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 J. Wouters, Stephan Menzel

Neuromorph. Comput. Eng., 2022

MNEMOSENE: Tile Architecture and Simulator for Memristor-based Computation-in-memory.

Mahdi Zahedi, Muath Abu Lebdeh, Christopher Bengel, Dirk J. Wouters, Stephan Menzel, Manuel Le Gallo, Abu Sebastian, Stephan Wong, Said Hamdioui

ACM J. Emerg. Technol. Comput. Syst., 2022

A Voltage-Controlled, Oscillation-Based ADC Design for Computation-in-Memory Architectures Using Emerging ReRAMs.

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

ACM J. Emerg. Technol. Comput. Syst., 2022

A High Throughput Generative Vector Autoregression Model for Stochastic Synapses.

Tyler Hennen, A. Elias, Jean-Francois Nodin, Gabriel Molas, Rainer Waser, Dirk J. Wouters, Daniel Bedau

CoRR, 2022

Endurance of 2 Mbit Based BEOL Integrated ReRAM.

Nils Kopperberg, Stefan Wiefels, Karl Hofmann, Jan Otterstedt, Dirk J. Wouters, Rainer Waser, Stephan Menzel

IEEE Access, 2022

A failure analysis framework of ReRAM In-Memory Logic operations.

Leon Brackmann, Atousa Jafari, Christopher Bengel, Mahta Mayahinia, Rainer Waser, Dirk J. Wouters, Stephan Menzel, Mehdi B. Tahoori

Proceedings of the IEEE International Test Conference in Asia, 2022

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

Rana Walied Ahmad, Dirk J. Wouters, Christopher Bengel, Rainer Waser, Stephan Menzel

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

NEUROTEC I: Neuro-inspired Artificial Intelligence Technologies for the Electronics of the Future.

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, Letícia Maria Bolzani Pöhls, Regina Dittmann, Susanne Hoffmann-Eifert, Vikas Rana, Detlev Grützmacher, Matthias Wuttig, Dirk J. Wouters, Andrei Vescan, Tobias Gemmeke, Joachim Knoch, Max Christian Lemme, Rainer Leupers, Rainer Waser

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

2021

Tuning the Memory Window of TaOx ReRAM Using the RF Sputtering Power.

Wonjoo Kim, Dirk J. Wouters, Rainer Waser, Vikas Rana

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

2020

In-Memory Binary Vector-Matrix Multiplication Based on Complementary Resistive Switches.

Tobias Ziegler, Rainer Waser, Dirk J. Wouters, Stephan Menzel

Adv. Intell. Syst., 2020

The speed of sequence processing in biological neuronal networks.

Younes Bouhadjar, Markus Diesmann, Dirk J. Wouters, Tom Tetzlaff

Proceedings of the NICE '20: Neuro-inspired Computational Elements Workshop, 2020

A Mott Insulator-Based Oscillator Circuit for Reservoir Computing.

Wen Ma, Tyler Hennen, Martin Lueker-Boden, Rick Galbraith, Jonas Goode, Won Ho Choi, Pi-Feng Chiu, Jonathan A. J. Rupp, Dirk J. Wouters, Rainer Waser, Daniel Bedau

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

2019

Memristive Device Modeling and Circuit Design Exploration for Computation-in-Memory.

Anne Siemon, Dirk J. Wouters, Said Hamdioui, Stephan Menzel

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

From Emerging Memory to Novel Devices for Neuromorphic Systems: Consequences for the Reliability Requirements of Memristive Devices.

Dirk J. Wouters

Proceedings of the IEEE International Reliability Physics Symposium, 2019

Constraints on sequence processing speed in biological neuronal networks.

Younes Bouhadjar, Markus Diesmann, Rainer Waser, Dirk J. Wouters, Tom Tetzlaff

Proceedings of the International Conference on Neuromorphic Systems, 2019

2018

The influence of interfacial (sub)oxide layers on the properties of pristine resistive switching devices.

Andreas Kindsmüller, Alexander Schönhals, Stephan Menzel, Regina Dittmann, Rainer Waser, Dirk J. Wouters

Proceedings of the Non-Volatile Memory Technology Symposium, 2018

2016

Lowering forming voltage and forming-free behavior of Ta2O5 ReRAM devices.

Wonjoo Kim, Dirk J. Wouters, Stephan Menzel, Christian Rodenbucher, Rainer Waser, Vikas Rana

Proceedings of the 46th European Solid-State Device Research Conference, 2016

2015

Phase-Change and Redox-Based Resistive Switching Memories.

Dirk J. Wouters, Rainer Waser, Matthias Wuttig

Proc. IEEE, 2015

Memristor based computation-in-memory architecture for data-intensive applications.

Said Hamdioui, Lei Xie, Hoang Anh Du Nguyen, Mottaqiallah Taouil, Koen Bertels, Henk Corporaal, Hailong Jiao, Francky Catthoor, Dirk J. Wouters, Eike Linn, Jan van Lunteren

Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

2012

Analysis of the effect of cell parameters on the maximum RRAM array size considering both read and write.

Leqi Zhang, Stefan Cosemans, Dirk J. Wouters, Guido Groeseneken, Malgorzata Jurczak

Proceedings of the 2012 European Solid-State Device Research Conference, 2012