Timo C. Wunderlich
Timo C. Wunderlich
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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
Event-based backpropagation can compute exact gradients for spiking neural networks
TC Wunderlich, C Pehle
Scientific Reports 11 (1), 1-17, 2021
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
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
Extending BrainScaleS OS for BrainScaleS-2. arXiv preprint (2020)
E Müller, C Mauch, P Spilger, OJ Breitwieser, J Klähn, D Stöckel, ...
arXiv preprint arXiv:2003.13750, 0
Brain-Inspired Hardware for Artificial Intelligence: Accelerated Learning in a Physical-Model Spiking Neural Network
T Wunderlich, AF Kungl, E Müller, J Schemmel, M Petrovici
International Conference on Artificial Neural Networks, 119-122, 2019
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
SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning
HA Gonzalez, J Huang, F Kelber, KK Nazeer, T Langer, C Liu, ...
arXiv preprint arXiv:2401.04491, 2024
Insectoid path integration on accelerated neuromorphic hardware
K Schreiber, T Wunderlich, P Spilger, S Billaudelle, B Cramer, ...
Google Scholar, 2022
Emulating insect brains for neuromorphic navigation
K Schreiber, T Wunderlich, P Spilger, S Billaudelle, B Cramer, ...
arXiv preprint arXiv:2401.00473, 2023
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