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Enhanced reservoir computing for robust optical network monitoring: a case study on modulation format identification2025 Smart Photonic and Optoelectronic Integrated Circuits conference-paper Computer Science Neural Networks and Reservoir Computing
Mahdi Kaveh, Guillermo von Hünefeld, Enes Şeker, Joseph Hopfmüller, Pooyan Safari, Rijil Thomas, +6 more
0citations -
Time-dependent density-functional theory molecular-dynamics study on amorphization of Sc-Sb-Te alloy under optical excitation2020 npj Computational Materials article Materials Science Phase-change materials and chalcogenides Open access
Xuepeng Wang, Xianbin Li, Nian‐Ke Chen, Junhyeok Bang, Ryky Nelson, Christina Ertural, +3 more
48citations -
Using Active Surface Plasmons in a Multibit Optical Storage Device to Emulate Long‐Term Synaptic Plasticity2020 physica status solidi (a) article Engineering Plasmonic and Surface Plasmon Research Open access
Seon‐Young Rhim, Giovanni Ligorio, Felix Hermerschmidt, Jana Hildebrandt, Michael Pätzel, Stefan Hecht, +1 more
9citations -
Hardware Realization of Neuromorphic Computing with a 4-Port Photonic Reservoir for Modulation Format Identification2024 arXiv (Cornell University) preprint Computer Science Neural Networks and Reservoir Computing Open access
Enes Şeker, Rijil Thomas, Guillermo von Hünefeld, Stephan Suckow, Mahdi Kaveh, Gregor Ronniger, +6 more
2citations -
Electrical and Optical Modulation of a PEDOT:PSS‐Based Electrochemical Transistor for Multiple Neurotransmitter‐Mediated Artificial Synapses2023 Advanced Materials Technologies article Engineering Advanced Memory and Neural Computing Open access
Giovanni Maria Matrone, Ugo Bruno, Csaba Forró, Claudia Lubrano, Stefano Cinti, Yoeri van de Burgt, +1 more
46citations -
Experimental Demonstration of Optical Modulation Format Identification Using SOI-based Photonic Reservoir2023 Optical Fiber Communication Conference conference-paper Computer Science Neural Networks and Reservoir Computing
Guillermo von Hünefeld, Gregor Ronniger, Enes Şeker, Rijil Thomas, Pooyan Safari, Isaac Sackey, +7 more
2citations -
Novel optical fiber-based method for spatially resolved temperature measurement and thermal anomaly detection in battery modules2025 Journal of Energy Storage article Engineering Advanced Battery Technologies Research Open access
Moritz Schütte, Duc Minh Nguyen, Mark D. Junker, Dirk Uwe Sauer
9citations -
Development of a Cloud- and Edge-Architecture for adaptive model weight optimization of a CNN exemplified by optical detection of hairpin welding2020 International Electric Drives Production Conference conference-paper Engineering Industrial Vision Systems and Defect Detection Open access
Johannes Vater, Maximilian Kirschning, Dominik Scheurenberg, Dirk Abel, Alois Knoll
5citations -
Atomistic understanding of two-dimensional monatomic phase-change material for non-volatile optical applications2025 arXiv (Cornell University) preprint Materials Science Phase-change materials and chalcogenides Open access
Hanyi Zhang, Xueqi Xing, Jiangjing Wang, Yuxin Du, Junying Zhang, Xueyang Shen, +4 more
0citations -
Atomistic Understanding of 2D Monatomic Phase‐Change Material for Non‐Volatile Optical Applications2026 Advanced Science article Materials Science Phase-change materials and chalcogenides Open access
Hanyi Zhang, Xueqi Xing, Junying Zhang, Xueyang Shen, Wen Yan Zhou, Matthias Wuttig, +2 more
1citations -
In Operando Near‐Field Optical Investigation of Memristive Ta2O5 Thin Film Devices with a Graphene Top Electrode2024 Advanced Functional Materials article Engineering Advanced Memory and Neural Computing Open access
Konstantin G. Wirth, Kalle Goß, Thomas Heisig, Christoph Bauerschmidt, Andreas Heßler, Haolong Li, +3 more
5citations -
Ultrafast antiferromagnetic switching of Mn2Au with laser-induced optical torques2024 npj Computational Materials article Physics and Astronomy Magnetic properties of thin films Open access
Jackson L. Ross, Paul-Iulian Gavriloaea, Frank Freimuth, T. Adamantopoulos, Yuriy Mokrousov, Richard F. L. Evans, +3 more
15citations -
Hardware realization of neuromorphic computing with a 4–port photonic reservoir for modulation format identification2025 Neuromorphic Computing and Engineering article Computer Science Neural Networks and Reservoir Computing Open access
Enes Şeker, Rijil Thomas, Guillermo von Hünefeld, Stephan Suckow, Mahdi Kaveh, Pooyan Safari, +5 more
1citations