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Bernhard Vogginger
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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
1942017
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, 263-296, 2011
1452011
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
772014
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
652018
The SpiNNaker 2 processing element architecture for hybrid digital neuromorphic computing
S Höppner, Y Yan, A Dixius, S Scholze, J Partzsch, M Stolba, F Kelber, ...
arXiv preprint arXiv:2103.08392, 2021
492021
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
492011
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
462019
Comparing Loihi with a SpiNNaker 2 prototype on low-latency keyword spotting and adaptive robotic control
Y Yan, TC Stewart, X Choo, B Vogginger, J Partzsch, S Höppner, F Kelber, ...
Neuromorphic Computing and Engineering 1 (1), 014002, 2021
412021
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
302017
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
292015
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
272022
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
272019
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
272010
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
242019
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
232017
Applied spiking neural networks for radar-based gesture recognition
F Kreutz, P Gerhards, B Vogginger, K Knobloch, CG Mayr
2021 7th International Conference on Event-Based Control, Communication, and …, 2021
182021
E-prop on SpiNNaker 2: Exploring online learning in spiking RNNs on neuromorphic hardware
A Rostami, B Vogginger, Y Yan, CG Mayr
Frontiers in Neuroscience 16, 1018006, 2022
152022
Automotive radar processing with spiking neural networks: Concepts and challenges
B Vogginger, F Kreutz, J López-Randulfe, C Liu, R Dietrich, HA Gonzalez, ...
Frontiers in neuroscience 16, 851774, 2022
152022
Neurobench: Advancing neuromorphic computing through collaborative, fair and representative benchmarking
J Yik, SH Ahmed, Z Ahmed, B Anderson, AG Andreou, C Bartolozzi, ...
Jason Yik, Soikat Hasan Ahmed, Zergham Ahmed, Brian Anderson, Andreas G …, 2023
142023
Doppler disambiguation in MIMO FMCW radars with binary phase modulation
HA Gonzalez, C Liu, B Vogginger, P Kumaraveeran, CG Mayr
IET Radar, Sonar & Navigation 15 (8), 884-901, 2021
142021
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