Bernhard Vogginger
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A comprehensive workflow for general-purpose neural modeling with highly configurable neuromorphic hardware systems
D Brüderle, MA Petrovici, B Vogginger, M Ehrlich, T Pfeil, S Millner, ...
Biological cybernetics 104 (4-5), 263-296, 2011
Neuromorphic hardware in the loop: Training a deep spiking network on the brainscales wafer-scale system
S Schmitt, J Klähn, G Bellec, A Grübl, M Guettler, A Hartel, S Hartmann, ...
2017 International Joint Conference on Neural Networks (IJCNN), 2227-2234, 2017
Characterization and compensation of network-level anomalies in mixed-signal neuromorphic modeling platforms
MA Petrovici, B Vogginger, P Müller, O Breitwieser, M Lundqvist, L Muller, ...
PloS one 9 (10), e108590, 2014
VLSI implementation of a 2.8 Gevent/s packet-based AER interface with routing and event sorting functionality
S Scholze, S Schiefer, J Partzsch, S Hartmann, CG Mayr, S Höppner, ...
Frontiers in neuroscience 5, 117, 2011
Memory-efficient deep learning on a SpiNNaker 2 prototype
C Liu, G Bellec, B Vogginger, D Kappel, J Partzsch, F Neumärker, ...
Frontiers in neuroscience 12, 840, 2018
A Software Framework for Mapping Neural Networks to a Wafer-scale Neuromorphic Hardware System.
M Ehrlich, K Wendt, L Zühl, R Schüffny, D Brüderle, E Müller, B Vogginger
ANNIIP, 43-52, 2010
Dynamic voltage and frequency scaling for neuromorphic many-core systems
S Höppner, Y Yan, B Vogginger, A Dixius, J Partzsch, F Neumärker, ...
2017 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2017
Reducing the computational footprint for real-time BCPNN learning
B Vogginger, R Schüffny, A Lansner, L Cederström, J Partzsch, ...
Frontiers in neuroscience 9, 2, 2015
Pattern representation and recognition with accelerated analog neuromorphic systems
MA Petrovici, S Schmitt, J Klähn, D Stöckel, A Schroeder, G Bellec, J Bill, ...
2017 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2017
Efficient reward-based structural plasticity on a SpiNNaker 2 prototype
Y Yan, D Kappel, F Neumärker, J Partzsch, B Vogginger, S Höppner, ...
IEEE transactions on biomedical circuits and systems 13 (3), 579-591, 2019
Testing the operation workflow of a neuromorphic hardware system with a functionally accurate model
B Vogginger
Diploma thesis, Ruprecht-Karls-Universität, Heidelberg, HD-KIP-10-12, http …, 2010
Dynamic power management for neuromorphic many-core systems
S Höppner, B Vogginger, Y Yan, A Dixius, S Scholze, J Partzsch, ...
IEEE Transactions on Circuits and Systems I: Regular Papers 66 (8), 2973-2986, 2019
Classification with deep neural networks on an accelerated analog neuromorphic system
S Schmitt, J Klhn, G Bellec, A Grbl, M Gttler, A Hartel, S Hartmann, ...
arXiv (cit. on pp. 16, 113), 2016
A pulse communication flow ready for accelerated neuromorphic experiments
V Thanasoulis, B Vogginger, J Partzsch, R Schüffny
2014 IEEE International Symposium on Circuits and Systems (ISCAS), 265-268, 2014
Long-term pulse stimulation and recording in an accelerated neuromorphic system
V Thanasoulis, J Partzsch, B Vogginger, C Mayr, R Schüffny
2012 19th IEEE International Conference on Electronics, Circuits, and …, 2012
The Operating System of the Neuromorphic BrainScaleS-1 System
E Müller, S Schmitt, C Mauch, S Billaudelle, A Grübl, M Güttler, ...
arXiv preprint arXiv:2003.13749, 2020
Configurable pulse routing architecture for accelerated multi-node neuromorphic systems
V Thanasoulis, J Partzsch, B Vogginger, R Schüffny
2014 21st IEEE International Conference on Electronics, Circuits and Systems …, 2014
Live demonstration: Ethernet communication linking two large-scale neuromorphic systems
J Partzsch, C Mayr, B Vogginger, R Schüffny, A Rast, L Plana, S Furber
2013 European Conference on Circuit Theory and Design (ECCTD), 1-1, 2013
Low-Power Low-Latency Keyword Spotting and Adaptive Control with a SpiNNaker 2 Prototype and Comparison with Loihi
Y Yan, TC Stewart, X Choo, B Vogginger, J Partzsch, S Hoeppner, ...
arXiv preprint arXiv:2009.08921, 2020
Doppler Ambiguity Resolution for Binary-Phase-Modulated MIMO FMCW Radars
HA Gonzalez, C Liu, B Vogginger, CG Mayr
2019 International Radar Conference (RADAR), 1-6, 2019
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