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Marlon Becker
Marlon Becker
PhD Student, Institute for Computer Science, University of Münster
Verified email at uni-muenster.de
Title
Cited by
Cited by
Year
Understanding conformational dynamics of complex lipid mixtures relevant to biology
R Friedman, S Khalid, C Aponte-Santamaría, E Arutyunova, M Becker, ...
The Journal of membrane biology 251, 609-631, 2018
372018
Hopping-transport mechanism for reconfigurable logic in disordered dopant networks
H Tertilt, J Bakker, M Becker, B de Wilde, I Klanberg, BJ Geurts, ...
Physical Review Applied 17 (6), 064025, 2022
82022
Event-driven adaptive optical neural network
F Brückerhoff-Plückelmann, I Bente, M Becker, N Vollmar, N Farmakidis, ...
Science Advances 9 (42), eadi9127, 2023
22023
Utilizing a tablet-based artificial intelligence system to assess movement disorders in a prospective study
M Purk, M Fujarski, M Becker, T Warnecke, J Varghese
Scientific Reports 13 (1), 10362, 2023
22023
A Universal Approach to Nanophotonic Inverse Design through Reinforcement Learning
M Butz, A Leifhelm, M Becker, B Risse, C Schuck
2023 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2023
22023
Coherent dimension reduction with integrated photonic circuits exploiting tailored disorder
D Wendland, M Becker, F Brückerhoff-Plückelmann, I Bente, K Busch, ...
JOSA B 40 (3), B35-B40, 2023
22023
Adaptive Photochemical Nonlinearities for Optical Neural Networks
M Becker, J Riegelmeyer, MD Seyfried, BJ Ravoo, C Schuck, B Risse
Advanced Intelligent Systems 5 (12), 2300229, 2023
12023
Accelerating Finite-Difference Frequency-Domain Simulations for Inverse Design Problems in Nanophotonics using Deep Learning
L Schulte, M Butz, M Becker, B Risse, C Schuck
Optica Open, 2023
12023
Accelerating finite-difference frequency-domain simulations of inverse designed structures in nanophotonics using deep learning
LAK Schulte, M Butz, M Becker, B Risse, C Schuck
JOSA B 41 (4), 1039-1046, 2024
2024
Probabilistic Photonic Computing with Chaotic Light
F Brückerhoff-Plückelmann, H Borras, B Klein, A Varri, M Becker, ...
arXiv preprint arXiv:2401.17915, 2024
2024
Momentum-SAM: Sharpness Aware Minimization without Computational Overhead
M Becker, F Altrock, B Risse
arXiv preprint arXiv:2401.12033, 2024
2024
Critical nonlinear aspects of hopping transport for reconfigurable logic in disordered dopant networks
H Tertilt, J Mensing, M Becker, WG van der Wiel, PA Bobbert, A Heuer
arXiv preprint arXiv:2312.16037, 2023
2023
Combinatorial Optimization via Memory Metropolis: Template Networks for Proposal Distributions in Simulated Annealing applied to Nanophotonic Inverse Design
M Becker, M Butz, D Lemli, C Schuck, B Risse
2023
Dimension Reduction for Photonic Processing Using Tailored Disorder
D Wendland, M Becker, I Bente, F Brückerhoff-Plückelmann, K Busch, ...
2023 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2023
2023
Mechanism for reconfigurable logic in disordered dopant networks
H Tertilt, J Bakker, M Becker, B de Wilde, I Klanberg, B Geurts, ...
2021
Activation Functions in Non-Negative Neural Networks
M Becker, D Drees, F Brückerhoff-Plückelmann, C Schuck, W Pernice, ...
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