Christian Pehle
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An accelerated lif neuronal network array for a large-scale mixed-signal neuromorphic architecture
SA Aamir, Y Stradmann, P Müller, C Pehle, A Hartel, A Grübl, J Schemmel, ...
IEEE Transactions on Circuits and Systems I: Regular Papers 65 (12), 4299-4312, 2018
Demonstrating advantages of neuromorphic computation: a pilot study
T Wunderlich, AF Kungl, E Müller, A Hartel, Y Stradmann, SA Aamir, ...
Frontiers in neuroscience 13, 260, 2019
Chow groups, Deligne cohomology and massless matter in F-theory
M Bies, C Mayrhofer, C Pehle, T Weigand
arXiv preprint arXiv:1402.5144, 2014
Versatile emulation of spiking neural networks on an accelerated neuromorphic substrate
S Billaudelle, Y Stradmann, K Schreiber, B Cramer, A Baumbach, D Dold, ...
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020
Neuromorphic hardware learns to learn
T Bohnstingl, F Scherr, C Pehle, K Meier, W Maass
Frontiers in neuroscience 13, 483, 2019
Training spiking multi-layer networks with surrogate gradients on an analog neuromorphic substrate
B Cramer, S Billaudelle, S Kanya, A Leibfried, A Grübl, V Karasenko, ...
arXiv preprint arXiv:2006.07239, 2020
EventProp: Backpropagation for Exact Gradients in Spiking Neural Networks
TC Wunderlich, C Pehle
arXiv preprint arXiv:2009.08378, 2020
Emulating quantum computation with artificial neural networks
C Pehle, K Meier, M Oberthaler, C Wetterich
arXiv preprint arXiv:1810.10335, 2018
hxtorch: PyTorch for BrainScaleS-2
P Spilger, E Müller, A Emmel, A Leibfried, C Mauch, C Pehle, J Weis, ...
IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile …, 2020
Neuromorphic quantum computing
C Pehle, C Wetterich
arXiv preprint arXiv:2005.01533, 2020
Closed-loop experiments on the BrainScaleS-2 architecture
K Schreiber, TC Wunderlich, C Pehle, MA Petrovici, J Schemmel, K Meier
Proceedings of the Neuro-inspired Computational Elements Workshop, 1-3, 2020
Adjoint equations of spiking neural networks
CG Pehle
Globale p-Erweiterungen
C Pehle, T Wunder
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