Andreas Grübl - researchr alias

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Viewing Publication 1 - 23 from 23

2023

2022

Surrogate gradients for analog neuromorphic computingBenjamin Cramer, Sebastian Billaudelle, Simeon Kanya, Aron Leibfried, Andreas Grübl, Vitali Karasenko, Christian Pehle, Korbinian Schreiber, Yannik Stradmann, Johannes Weis, Johannes Schemmel, Friedemann Zenke. pnas, 119(4), 2022. [doi]

Demonstrating BrainScaleS-2 Inter-Chip Pulse-Communication using EXTOLLTobias Thommes, Sven Bordukat, Andreas Grübl, Vitali Karasenko, Eric Müller 0001, Johannes Schemmel. nice 2022: 98-100 [doi]

2020

Correction to: Verification and Design Methods for the BrainScaleS Neuromorphic Hardware SystemAndreas Grübl, Sebastian Billaudelle, Benjamin Cramer, Vitali Karasenko, Johannes Schemmel. vlsisp, 92(11):1345, 2020. [doi]

Verification and Design Methods for the BrainScaleS Neuromorphic Hardware SystemAndreas Grübl, Sebastian Billaudelle, Benjamin Cramer, Vitali Karasenko, Johannes Schemmel. vlsisp, 92(11):1277-1292, 2020. [doi]

Inference with Artificial Neural Networks on Analog Neuromorphic HardwareJohannes Weis, Philipp Spilger, Sebastian Billaudelle, Yannik Stradmann, Arne Emmel, Eric Müller, Oliver Breitwieser, Andreas Grübl, Joscha Ilmberger, Vitali Karasenko, Mitja Kleider, Christian Mauch, Korbinian Schreiber, Johannes Schemmel. pkdd 2020: 201-212 [doi]

2018

2017

Demonstrating Hybrid Learning in a Flexible Neuromorphic Hardware SystemSimon Friedmann, Johannes Schemmel, Andreas Grübl, Andreas Hartel, Matthias Hock, Karlheinz Meier. tbcas, 11(1):128-142, 2017. [doi]

Robustness from structure: Inference with hierarchical spiking networks on analog neuromorphic hardwareMihai A. Petrovici, Anna Schroeder, Oliver Breitwieser, Andreas Grübl, Johannes Schemmel, Karlheinz Meier. ijcnn 2017: 2209-2216 [doi]

2012

Live demonstration: A scaled-down version of the BrainScaleS wafer-scale neuromorphic systemJohannes Schemmel, Andreas Grübl, Stephan Hartmann, Alexander Kononov, Christian Mayr, Karlheinz Meier, Sebastian Millner, Johannes Partzsch, Stefan Schiefer, Stefan Scholze, René Schüffny, Marc-Olivier Schwartz. iscas 2012: 702 [doi]

2010

A VLSI Implementation of the Adaptive Exponential Integrate-and-Fire Neuron ModelSebastian Millner, Andreas Grübl, Karlheinz Meier, Johannes Schemmel, Marc-Olivier Schwartz. nips 2010: 1642-1650 [doi]

A wafer-scale neuromorphic hardware system for large-scale neural modelingJohannes Schemmel, Daniel Brüderle, Andreas Grübl, Matthias Hock, Karlheinz Meier, Sebastian Millner. iscas 2010: 1947-1950 [doi]

2007

A Software Framework for Tuning the Dynamics of Neuromorphic Silicon Towards BiologyDaniel Brüderle, Andreas Grübl, Karlheinz Meier, Eilif Mueller, Johannes Schemmel. iwann 2007: 479-486 [doi]

VLSI implementation of a spiking neural networkAndreas Grübl. PhD thesis, Heidelberg University, 2007. [doi]

Interconnecting VLSI Spiking Neural Networks Using Isochronous ConnectionsStefan Philipp, Andreas Grübl, Karlheinz Meier, Johannes Schemmel. iwann 2007: 471-478 [doi]

2006

Implementing Synaptic Plasticity in a VLSI Spiking Neural Network ModelJohannes Schemmel, Andreas Grübl, Karlheinz Meier, Eilif Mueller. ijcnn 2006: 1-6 [doi]

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