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Yannik Stradmann
Yannik Stradmann
Kirchhoff-Institute for Physics, Heidelberg University
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
1002019
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
922018
The Heidelberg Spiking Data Sets for the Systematic Evaluation of Spiking Neural Networks
B Cramer, Y Stradmann, J Schemmel, F Zenke
IEEE Transactions on Neural Networks and Learning Systems, 2020
642020
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), 2022
50*2022
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
442020
A Mixed-Signal Structured AdEx Neuron for Accelerated Neuromorphic Cores
SA Aamir, P Müller, G Kiene, L Kriener, Y Stradmann, A Grübl, ...
IEEE transactions on biomedical circuits and systems 12 (5), 1027-1037, 2018
412018
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, 2022
262022
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
192020
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
142020
Characterization and Calibration of a Mixed-Signal Leaky Integrate and Fire Neuron on HICANN-DLS
Y Stradmann
Bachelor's Thesis. Ruprecht-Karls-Universität Heidelberg., 2016
72016
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, 2022
62022
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
52022
Towards addressing noise and static variations of analog computations using efficient retraining
B Klein, L Kuhn, J Weis, A Emmel, Y Stradmann, J Schemmel, H Fröning
Machine Learning and Principles and Practice of Knowledge Discovery in …, 2022
42022
Verification and Commissioning of Mixed-Signal Neuromorphic Substrates
Y Stradmann
Master's Thesis. Ruprecht-Karls-Universität Heidelberg., 2019
22019
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