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 | 19 | 2022 |
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 | 11 | 2022 |
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 | 8 | 2022 |
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 | 7 | 2023 |
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 | 6 | 2022 |
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 | 5 | 2023 |
Event-based Backpropagation for Analog Neuromorphic Hardware C Pehle, L Blessing, E Arnold, E Müller, J Schemmel arXiv preprint arXiv:2302.07141, 2023 | 4 | 2023 |
jaxsnn: Event-driven Gradient Estimation for Analog Neuromorphic Hardware E Müller, M Althaus, E Arnold, P Spilger, C Pehle, J Schemmel arXiv preprint arXiv:2401.16841, 2024 | 1 | 2024 |
Ausgedehnte räumliche Kopplung von Bose-Einstein-Kondensaten zur Realisierung von Gewinn und Verlust E Arnold, GPDDH Cartarius Bachelorarbeit, Universität Stuttgart, 2017 | 1 | 2017 |
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 | | |