Dirk J. Wouters

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 30

Top Topics

Matrix Multiplication

Neuronal Networks

Fuzzy Membership

Top Venues

Adv. Intell. Syst.

Neuromorph. Comput. Eng.

Publications

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)
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)
Younes Bouhadjar, Dirk J. Wouters, Markus Diesmann, Tom Tetzlaff
Coherent noise enables probabilistic sequence replay in spiking neuronal networks. PLoS Comput. Biol. 19 (5) (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)
Sebastian Siegel, Younes Bouhadjar, Tom Tetzlaff, Rainer Waser, Regina Dittmann, Dirk J. Wouters
System model of neuromorphic sequence learning on a memristive crossbar array. Neuromorph. Comput. Eng. 3 (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)
Sebastian Siegel, Tobias Ziegler, Younes Bouhadjar, Tom Tetzlaff, Rainer Waser, Regina Dittmann, Dirk J. Wouters
Demonstration of neuromorphic sequence learning on a memristive array. NICE (2023)
Younes Bouhadjar, Sebastian Siegel, Tom Tetzlaff, Markus Diesmann, Rainer Waser, Dirk J. Wouters
Sequence learning in a spiking neuronal network with memristive synapses. Neuromorph. Comput. Eng. 3 (3) (2023)
Felix Staudigl, Mohammed Hossein, Tobias Ziegler, Hazem Al Indari, Rebecca Pelke, Sebastian Siegel, Dirk J. Wouters, Dominik Sisejkovic, Jan Moritz Joseph, Rainer Leupers
Work-in-Progress: A Universal Instrumentation Platform for Non-Volatile Memories. CODES+ISSS (2023)
Felix Staudigl, Mohammed Hossein, Tobias Ziegler, Hazem Al Indari, Rebecca Pelke, Sebastian Siegel, Dirk J. Wouters, Dominik Sisejkovic, Jan Moritz Joseph, Rainer Leupers
Work-in-Progress: A Universal Instrumentation Platform for Non-Volatile Memories. CoRR (2023)
Younes Bouhadjar, Sebastian Siegel, Tom Tetzlaff, Markus Diesmann, Rainer Waser, Dirk J. Wouters
Sequence learning in a spiking neuronal network with memristive synapses. CoRR (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)
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)
Tyler Hennen, A. Elias, Jean-Francois Nodin, Gabriel Molas, Rainer Waser, Dirk J. Wouters, Daniel Bedau
A High Throughput Generative Vector Autoregression Model for Stochastic Synapses. CoRR (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, 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)
Younes Bouhadjar, Dirk J. Wouters, Markus Diesmann, Tom Tetzlaff
Sequence learning, prediction, and replay in networks of spiking neurons. PLoS Comput. Biol. 18 (6) (2022)
Wonjoo Kim, Dirk J. Wouters, Rainer Waser, Vikas Rana
Tuning the Memory Window of TaOx ReRAM Using the RF Sputtering Power. ISCAS (2021)
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
A Mott Insulator-Based Oscillator Circuit for Reservoir Computing. ISCAS (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)
Younes Bouhadjar, Markus Diesmann, Dirk J. Wouters, Tom Tetzlaff
The speed of sequence processing in biological neuronal networks. NICE (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)
Younes Bouhadjar, Markus Diesmann, Rainer Waser, Dirk J. Wouters, Tom Tetzlaff
Constraints on sequence processing speed in biological neuronal networks. ICONS (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)
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)
Dirk J. Wouters, Rainer Waser, Matthias Wuttig
Phase-Change and Redox-Based Resistive Switching Memories. Proc. IEEE 103 (8) (2015)
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
Memristor based computation-in-memory architecture for data-intensive applications. DATE (2015)
Leqi Zhang, Stefan Cosemans, Dirk J. Wouters, Guido Groeseneken, Malgorzata Jurczak
Analysis of the effect of cell parameters on the maximum RRAM array size considering both read and write. ESSDERC (2012)