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ORCIDDirk J. Wouters
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2020 – today
- 2024
[j13]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)- [i4]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 abs/2404.06344 (2024) - 2023
- [j12]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): 3-12 (2023) - [j11]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): 24002 (2023) - [j10]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): 34014 (2023) - [j9]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) - [c17]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: 44-45 - [c16]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: 1-4 - [c15]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: 1-5 - [c14]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: 108-114 - [i3]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 abs/2308.02400 (2023) - 2022
- [j8]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: 122696-122705 (2022) - [j7]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): 32:1-32:25 (2022) - [j6]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): 44:1-44:24 (2022) - [j5]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): 34001 (2022) - [j4]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) - [c13]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:
NEUROTEC I: Neuro-inspired Artificial Intelligence Technologies for the Electronics of the Future. DATE 2022: 957-962 - [c12]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: 91-95 - [c11]Leon 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: 67-72 - [i2]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 abs/2205.05053 (2022) - [i1]Younes Bouhadjar, Sebastian Siegel, Tom Tetzlaff, Markus Diesmann, Rainer Waser, Dirk J. Wouters:
Sequence learning in a spiking neuronal network with memristive synapses. CoRR abs/2211.16592 (2022) - 2021
- [c10]Wonjoo Kim, Dirk J. Wouters, Rainer Waser, Vikas Rana:
Tuning the Memory Window of TaOx ReRAM Using the RF Sputtering Power. ISCAS 2021: 1-5 - 2020
- [j3]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): 2000134 (2020) - [j2]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): 2070100 (2020) - [c9]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: 1-5 - [c8]Younes Bouhadjar, Markus Diesmann, Dirk J. Wouters, Tom Tetzlaff:
The speed of sequence processing in biological neuronal networks. NICE 2020: 13:1-13:2
2010 – 2019
- 2019
- [c7]Younes Bouhadjar, Markus Diesmann, Rainer Waser, Dirk J. Wouters, Tom Tetzlaff:
Constraints on sequence processing speed in biological neuronal networks. ICONS 2019: 16:1-16:9 - [c6]Dirk J. Wouters:
From Emerging Memory to Novel Devices for Neuromorphic Systems: Consequences for the Reliability Requirements of Memristive Devices. IRPS 2019: 1-4 - [c5]Anne Siemon, Dirk J. Wouters, Said Hamdioui, Stephan Menzel:
Memristive Device Modeling and Circuit Design Exploration for Computation-in-Memory. ISCAS 2019: 1-5 - 2018
- [c4]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: 1-4 - 2016
- [c3]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: 164-167 - 2015
- [j1]Dirk J. Wouters, Rainer Waser, Matthias Wuttig:
Phase-Change and Redox-Based Resistive Switching Memories. Proc. IEEE 103(8): 1274-1288 (2015) - [c2]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: 1718-1725 - 2012
- [c1]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: 282-285
Coauthor Index
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