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Sebastian Billaudelle
Sebastian Billaudelle
Zugehörigkeit unbekannt
Bestätigte E-Mail-Adresse bei kip.uni-heidelberg.de
Titel
Zitiert von
Zitiert von
Jahr
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
1382019
The BrainScaleS-2 accelerated neuromorphic system with hybrid plasticity
C Pehle, S Billaudelle, B Cramer, J Kaiser, K Schreiber, Y Stradmann, ...
Frontiers in Neuroscience 16, 795876, 2022
1152022
Surrogate gradients for analog neuromorphic computing
B Cramer, S Billaudelle, S Kanya, A Leibfried, A Grübl, V Karasenko, ...
Proceedings of the National Academy of Sciences 119 (4), e2109194119, 2022
109*2022
Fast and energy-efficient neuromorphic deep learning with first-spike times
J Göltz, L Kriener, A Baumbach, S Billaudelle, O Breitwieser, B Cramer, ...
Nature machine intelligence 3 (9), 823-835, 2021
1012021
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
552020
Accelerated analog neuromorphic computing
J Schemmel, S Billaudelle, P Dauer, J Weis
Analog Circuits for Machine Learning, Current/Voltage/Temperature Sensors …, 2021
462021
Verification and design methods for the brainscales neuromorphic hardware system
A Grübl, S Billaudelle, B Cramer, V Karasenko, J Schemmel
Journal of Signal Processing Systems 92, 1277-1292, 2020
422020
Emulating dendritic computing paradigms on analog neuromorphic hardware
J Kaiser, S Billaudelle, E Müller, C Tetzlaff, J Schemmel, S Schmitt
Neuroscience 489, 290-300, 2022
412022
Fast and deep neuromorphic learning with first-spike coding
J Göltz, A Baumbach, S Billaudelle, AF Kungl, O Breitwieser, K Meier, ...
Proceedings of the 2020 Annual Neuro-Inspired Computational Elements …, 2020
392020
The operating system of the neuromorphic BrainScaleS-1 system
E Müller, S Schmitt, C Mauch, S Billaudelle, A Grübl, M Güttler, ...
Neurocomputing 501, 790-810, 2022
282022
Structural plasticity on an accelerated analog neuromorphic hardware system
S Billaudelle, B Cramer, MA Petrovici, K Schreiber, D Kappel, ...
Neural Networks 133, 11-20, 2021
262021
Publishing statistical models: Getting the most out of particle physics experiments
K Cranmer, S Kraml, H Prosper, P Bechtle, FU Bernlochner, IM Bloch, ...
SciPost Physics 12 (1), 037, 2022
252022
hxtorch: PyTorch for BrainScaleS-2: Perceptrons on Analog Neuromorphic Hardware
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
242020
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
212022
Inference with artificial neural networks on analog neuromorphic hardware
J Weis, P Spilger, S Billaudelle, Y Stradmann, A Emmel, E Müller, ...
IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile …, 2020
172020
Demonstrating analog inference on the brainscales-2 mobile system
Y Stradmann, S Billaudelle, O Breitwieser, FL Ebert, A Emmel, ...
IEEE Open Journal of Circuits and Systems 3, 252-262, 2022
132022
Spiking neuromorphic chip learns entangled quantum states
S Czischek, A Baumbach, S Billaudelle, B Cramer, L Kades, ...
SciPost Physics 12 (1), 039, 2022
122022
Fast and deep: Energy-efficient neuromorphic learning with first-spike times
J Göltz, L Kriener, A Baumbach, S Billaudelle, O Breitwieser, B Cramer, ...
arXiv preprint arXiv:1912.11443, 2019
122019
An accurate and flexible analog emulation of AdEx neuron dynamics in silicon
S Billaudelle, J Weis, P Dauer, J Schemmel
2022 29th IEEE International Conference on Electronics, Circuits and Systems …, 2022
92022
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
52023
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