Ikuti
Elias Arnold
Elias Arnold
Kirchhof Institute for Physics, Heidelberg University
Email yang diverifikasi di kip.uni-heidelberg.de
Judul
Dikutip oleh
Dikutip oleh
Tahun
A scalable approach to modeling on accelerated neuromorphic hardware
E Müller, E Arnold, O Breitwieser, M Czierlinski, A Emmel, J Kaiser, ...
Frontiers in neuroscience 16, 884128, 2022
332022
Spiking neural network equalization on neuromorphic hardware for IM/DD optical communication
E Arnold, G Böcherer, E Müller, P Spilger, J Schemmel, S Calabrò, ...
2022 European Conference on Optical Communication (ECOC), 1-4, 2022
152022
hxtorch.snn: Machine-learning-inspired Spiking Neural Network Modeling on BrainScaleS-2
P Spilger, E Arnold, L Blessing, C Mauch, C Pehle, E Müller, J Schemmel
arXiv preprint arXiv:2212.12210, 2022
132022
Spiking Neural Network Nonlinear Demapping on Neuromorphic Hardware for IM/DD Optical Communication
E Arnold, G Böcherer, F Strasser, E Müller, P Spilger, S Billaudelle, J Weis, ...
Journal of Lightwave Technology, 2023
122023
Spiking neural network linear equalization: Experimental demonstration of 2km 100Gb/s IM/DD PAM4 optical transmission
G Böcherer, F Strasser, E Arnold, Y Lin, J Schemmel, S Calabrò, ...
2023 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2023
102023
Spiking neural network equalization for IM/DD optical communication
E Arnold, G Böcherer, E Müller, P Spilger, J Schemmel, S Calabrò, ...
Signal Processing in Photonic Communications, SpTu1J. 2, 2022
92022
Event-based backpropagation for analog neuromorphic hardware
C Pehle, L Blessing, E Arnold, E Müller, J Schemmel
arXiv preprint arXiv:2302.07141, 2023
72023
jaxsnn: Event-driven gradient estimation for analog neuromorphic hardware
E Müller, M Althaus, E Arnold, P Spilger, C Pehle, J Schemmel
2024 Neuro Inspired Computational Elements Conference (NICE), 1-6, 2024
62024
Ausgedehnte räumliche Kopplung von Bose-Einstein-Kondensaten zur Realisierung von Gewinn und Verlust
E Arnold, GPDDH Cartarius
Bachelorarbeit, Universität Stuttgart, 2017
12017
Scalable network emulation on analog neuromorphic hardware
E Arnold, P Spilger, JV Straub, E Müller, D Dold, G Meoni, J Schemmel
Frontiers in Neuroscience 18, 1523331, 2025
2025
Short-reach Optical Communications: A Real-world Task for Neuromorphic Hardware
E Arnold, EM Edelmann, A von Bank, E Müller, L Schmalen, J Schemmel
arXiv preprint arXiv:2412.03129, 2024
2024
Towards Large-scale Network Emulation on Analog Neuromorphic Hardware
E Arnold, P Spilger, JV Straub, E Müller, D Dold, G Meoni, J Schemmel
arXiv preprint arXiv:2401.16840, 2024
2024
Gradient Computation With Sparse Observations for Analog Neuromorphic Hardware
L Blessing, E Arnold, E Müller, J Schemmel, C Pehle
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