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Sebastian Siegel
Sebastian Siegel
PostDoc, Peter-Gruenberg-Institute 14 (Neuromorphic Compute Nodes), Forschungszentrum Juelich GmbH
Verified email at fz-juelich.de
Title
Cited by
Cited by
Year
Trade‐Off Between Data Retention and Switching Speed in Resistive Switching ReRAM Devices
S Siegel, C Baeumer, A Gutsche, M von Witzleben, R Waser, S Menzel, ...
Advanced electronic materials 7 (1), 2000815, 2021
282021
Exploring area-dependent Pr0. 7Ca0. 3MnO3-based memristive devices as synapses in spiking and artificial neural networks
A Gutsche, S Siegel, J Zhang, S Hambsch, R Dittmann
Frontiers in neuroscience 15, 661261, 2021
162021
Sequence learning in a spiking neuronal network with memristive synapses
Y Bouhadjar, S Siegel, T Tetzlaff, M Diesmann, R Waser, DJ Wouters
Neuromorphic Computing and Engineering 3 (3), 034014, 2023
62023
Synaptic and neuromorphic functions: general discussion
AI Berg, S Brivio, S Brown, G Burr, S Deswal, J Deuermeier, E Gale, ...
Faraday Discussions 213, 553-578, 2019
52019
System model of neuromorphic sequence learning on a memristive crossbar array
S Siegel, Y Bouhadjar, T Tetzlaff, R Waser, R Dittmann, DJ Wouters
Neuromorphic Computing and Engineering 3 (2), 024002, 2023
42023
Demonstration of neuromorphic sequence learning on a memristive array
S Siegel, T Ziegler, Y Bouhadjar, T Tetzlaff, R Waser, R Dittmann, ...
Proceedings of the 2023 Annual Neuro-Inspired Computational Elements …, 2023
42023
Synaptogen: A cross-domain generative device model for large-scale neuromorphic circuit design
T Hennen, L Brackmann, T Ziegler, S Siegel, S Menzel, R Waser, ...
arXiv preprint arXiv:2404.06344, 2024
2024
The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming
Z Yu, MJ Yang, J Finkbeiner, S Siegel, JP Strachan, E Neftci
arXiv preprint arXiv:2403.06712, 2024
2024
Work-in-Progress: A Universal Instrumentation Platform for Non-Volatile Memories
F Staudigl, M Hossein, T Ziegler, H Al Indari, R Pelke, S Siegel, ...
Proceedings of the 2023 International Conference on Hardware/Software …, 2023
2023
Bio-inspired sequence learning mechanisms and their implementation in a memristive neuromorphic hardware
Y Bouhadjar, S Siegel, M Diesmann, R Waser, E Neftci, DJ Wouters, ...
Neuromorphic, Natural and Physical Computing, 2023
2023
(Invited) Impact of Stoichiometry and Interface Configuration on the Time Stability and the Speed-Limiting Step in Memristive SrTiO3 Cells
R Dittmann, C Bäumer, S Siegel, FVE Hensling, T Heisig, A Gutsche, ...
Electrochemical Society Meeting Abstracts 236, 1225-1225, 2019
2019
(Invited) Impact of Stoichiometry and Interface Configuration on the Time Stability and the Speed-Limiting Step in Memristive SrTiO3 Cells
R Dittmann, C Bäumer, S Siegel, FVE Hensling, T Heisig, A Gutsche, ...
Electrochemical Society Meeting Abstracts 236, 1225-1225, 2019
2019
Learning rules for CMOS-memristive co-integrated neuromorphic hardware
S Siegel
Dissertation, Rheinisch-Westfälische Technische Hochschule Aachen, 2023, 0
Demonstration of neuromorphic sequence learning on a memristive
S Siegel, T Ziegler, Y Bouhadjar, T Tetzlaff, R Waser, R Dittmann, ...
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