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Benjamin Cramer
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2020 – today
- 2024
- [j7]Lucas Rudelt
, Daniel González Marx, F. Paul Spitzner, Benjamin Cramer, Johannes Zierenberg
Signatures of hierarchical temporal processing in the mouse visual system. PLoS Comput. Biol. 20(8): 1012355 (2024) - [c3]Shreya Kshirasagar, Benjamin Cramer, Andre Guntoro, Christian Mayr:
Auditory Anomaly Detection using Recurrent Spiking Neural Networks. AICAS 2024: 278-281 - [i10]Korbinian Schreiber, Timo Wunderlich, Philipp Spilger, Sebastian Billaudelle, Benjamin Cramer, Yannik Stradmann
Emulating insect brains for neuromorphic navigation. CoRR abs/2401.00473 (2024) - 2022
- [b1]Benjamin Cramer:
Optimizing Spiking Neuromorphic Networks for Information Processing. University of Heidelberg, Germany, 2022 - [j6]Benjamin Cramer
Surrogate gradients for analog neuromorphic computing. Proc. Natl. Acad. Sci. USA 119(4): e2109194119 (2022) - [j5]Benjamin Cramer
The Heidelberg Spiking Data Sets for the Systematic Evaluation of Spiking Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33(7): 2744-2757 (2022) - [d1]Benjamin Cramer, Yannik Stradmann, Johannes Schemmel
Heidelberg Spiking Datasets. IEEE DataPort, 2022 - [i9]Christian Pehle, Sebastian Billaudelle, Benjamin Cramer, Jakob Kaiser, Korbinian Schreiber, Yannik Stradmann, Johannes Weis, Aron Leibfried, Eric Müller, Johannes Schemmel:
The BrainScaleS-2 accelerated neuromorphic system with hybrid plasticity. CoRR abs/2201.11063 (2022) - [i8]Eric Müller, Elias Arnold, Oliver Breitwieser, Milena Czierlinski, Arne Emmel, Jakob Kaiser, Christian Mauch, Sebastian Schmitt, Philipp Spilger, Raphael Stock, Yannik Stradmann, Johannes Weis, Andreas Baumbach, Sebastian Billaudelle, Benjamin Cramer, Falk Leonard Ebert, Julian Göltz, Joscha Ilmberger, Vitali Karasenko, Mitja Kleider, Aron Leibfried, Christian Pehle, Johannes Schemmel:
A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware. CoRR abs/2203.11102 (2022) - 2021
- [j4]Julian Göltz
Fast and energy-efficient neuromorphic deep learning with first-spike times. Nat. Mach. Intell. 3(9): 823-835 (2021) - [j3]Sebastian Billaudelle, Benjamin Cramer, Mihai A. Petrovici
Structural plasticity on an accelerated analog neuromorphic hardware system. Neural Networks 133: 11-20 (2021) - 2020
- [j2]Andreas Grübl
Verification and Design Methods for the BrainScaleS Neuromorphic Hardware System. J. Signal Process. Syst. 92(11): 1277-1292 (2020) - [j1]Andreas Grübl
Correction to: Verification and Design Methods for the BrainScaleS Neuromorphic Hardware System. J. Signal Process. Syst. 92(11): 1345 (2020) - [c2]Sebastian Billaudelle, Yannik Stradmann
Versatile Emulation of Spiking Neural Networks on an Accelerated Neuromorphic Substrate. ISCAS 2020: 1-5 - [c1]Sebastian Billaudelle, Yannik Stradmann, Korbinian Schreiber, Benjamin Cramer, Andreas Baumbach, Dominik Dold, Julian Göltz, Ákos Ferenc Kungl, Timo C. Wunderlich, Andreas Hartel, Eric Müller, Oliver Breitwieser, Christian Mauch, Mitja Kleider, Andreas Grübl, David Stöckel, Christian Pehle, Arthur Heimbrecht, Philipp Spilger, Gerd Kiene, Vitali Karasenko, Walter Senn, Mihai A. Petrovici
Live Demonstration: Versatile Emulation of Spiking Neural Networks on an Accelerated Neuromorphic Substrate. ISCAS 2020: 1 - [i7]Andreas Grübl, Sebastian Billaudelle, Benjamin Cramer, Vitali Karasenko, Johannes Schemmel:
Verification and Design Methods for the BrainScaleS Neuromorphic Hardware System. CoRR abs/2003.11455 (2020) - [i6]Benjamin Cramer, Sebastian Billaudelle, Simeon Kanya, Aron Leibfried, Andreas Grübl, Vitali Karasenko, Christian Pehle, Korbinian Schreiber, Yannik Stradmann
Training spiking multi-layer networks with surrogate gradients on an analog neuromorphic substrate. CoRR abs/2006.07239 (2020) - [i5]Stefanie Czischek
Spiking neuromorphic chip learns entangled quantum states. CoRR abs/2008.01039 (2020)
2010 – 2019
- 2019
- [i4]Benjamin Cramer, David Stöckel, Markus Kreft, Johannes Schemmel, Karlheinz Meier, Viola Priesemann:
Control of criticality and computation in spiking neuromorphic networks with plasticity. CoRR abs/1909.08418 (2019) - [i3]Benjamin Cramer, Yannik Stradmann
The Heidelberg spiking datasets for the systematic evaluation of spiking neural networks. CoRR abs/1910.07407 (2019) - [i2]Sebastian Billaudelle, Benjamin Cramer, Mihai A. Petrovici
Structural plasticity on an accelerated analog neuromorphic hardware system. CoRR abs/1912.12047 (2019) - [i1]Sebastian Billaudelle, Yannik Stradmann
Versatile emulation of spiking neural networks on an accelerated neuromorphic substrate. CoRR abs/1912.12980 (2019)
Coauthor Index
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