Andreas Baumbach

19 papers C 2Journal 14Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A novel framework for fully-automated co-registration of intravascular ultrasound and optical coherence tomography imaging data. CoRR Xingwei He, Kit Mills Bransby, Ahmet Emir Ulutas, Thamil Kumaran, Nathan Angelo Lecaros Yap, Gonul Zeren, Hesong Zeng, Yaojun Zhang, Andreas Baumbach, James Moon, Anthony Mathur, Jouke Dijkstra, Qianni Zhang, Lorenz Räber, Christos V. Bourantas
2025	J	`jnl`	Weight transport through spike timing for robust local gradients. CoRR Timo Gierlich, Andreas Baumbach, Ákos F. Kungl, Kevin Max, Mihai A. Petrovici
2023	J	`jnl`	Wall shear stress and pressure patterns in aortic stenosis patients with and without aortic dilation captured by high-performance image-based computational fluid dynamics. PLoS Comput. Biol. Hadi Zolfaghari, Mervyn Andiapen, Andreas Baumbach, Anthony Mathur, Rich R. Kerswell
2022	J	`jnl`	A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware. CoRR 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
2022	J	`jnl`	Cortical oscillations support sampling-based computations in spiking neural networks. PLoS Comput. Biol. Agnes Korcsak-Gorzo, Michael G. Müller, Andreas Baumbach, Luziwei Leng, Oliver Julien Breitwieser, Sacha J. van Albada, Walter Senn, Karlheinz Meier, Robert Legenstein, Mihai A. Petrovici
2022	—	`conf`	Quantum many-body states: A novel neuromorphic application. NICE Andreas Baumbach, Robert Klassert, Stefanie Czischek, Martin Gärttner, Mihai A. Petrovici
2021	J	`jnl`	BrainScaleS: Greater Versatility for Neuromorphic Emulation. ERCIM News Andreas Baumbach, Sebastian Billaudelle, Virginie Sabado, Mihai A. Petrovici
2021	J	`jnl`	Fast and energy-efficient neuromorphic deep learning with first-spike times. Nat. Mach. Intell. Julian Göltz, Laura Kriener, Andreas Baumbach, Sebastian Billaudelle, Oliver Breitwieser, Benjamin Cramer, Dominik Dold, Ákos F. Kungl, Walter Senn, Johannes Schemmel, Karlheinz Meier, Mihai A. Petrovici
2021	J	`jnl`	Variational learning of quantum ground states on spiking neuromorphic hardware. CoRR Robert Klassert, Andreas Baumbach, Mihai A. Petrovici, Martin Gärttner
2020	—	`conf`	Fast and deep neuromorphic learning with first-spike coding. NICE Julian Göltz, Andreas Baumbach, Sebastian Billaudelle, Ákos F. Kungl, Oliver Breitwieser, Karlheinz Meier, Johannes Schemmel, Laura Kriener, Mihai A. Petrovici
2020	—	`—`	From microscopic dynamics to ensemble behavior in spiking neural networks. Andreas Baumbach
2020	C	`conf`	Live Demonstration: Versatile Emulation of Spiking Neural Networks on an Accelerated Neuromorphic Substrate. ISCAS 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, Johannes Schemmel, Karlheinz Meier
2020	J	`jnl`	Spiking neuromorphic chip learns entangled quantum states. CoRR Stefanie Czischek, Andreas Baumbach, Sebastian Billaudelle, Benjamin Cramer, Lukas Kades, Jan M. Pawlowski, Markus K. Oberthaler, Johannes Schemmel, Mihai A. Petrovici, Thomas Gasenzer, Martin Gärttner
2020	C	`conf`	Versatile Emulation of Spiking Neural Networks on an Accelerated Neuromorphic Substrate. ISCAS 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, Johannes Schemmel, Karlheinz Meier
2019	J	`jnl`	Fast and deep neuromorphic learning with time-to-first-spike coding. CoRR Julian Göltz, Andreas Baumbach, Sebastian Billaudelle, Oliver Breitwieser, Dominik Dold, Laura Kriener, Ákos Ferenc Kungl, Walter Senn, Johannes Schemmel, Karlheinz Meier, Mihai A. Petrovici
2019	J	`jnl`	Stochasticity from function - Why the Bayesian brain may need no noise. Neural Networks Dominik Dold, Ilja Bytschok, Ákos F. Kungl, Andreas Baumbach, Oliver Breitwieser, Walter Senn, Johannes Schemmel, Karlheinz Meier, Mihai A. Petrovici
2019	J	`jnl`	Versatile emulation of spiking neural networks on an accelerated neuromorphic substrate. CoRR Sebastian Billaudelle, Yannik Stradmann, Korbinian Schreiber, Benjamin Cramer, Andreas Baumbach, Dominik Dold, Julian Göltz, Ákos F. 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, Johannes Schemmel, Karlheinz Meier
2018	J	`jnl`	Generative models on accelerated neuromorphic hardware. CoRR Ákos F. Kungl, Sebastian Schmitt, Johann Klähn, Paul Müller, Andreas Baumbach, Dominik Dold, Alexander Kugele, Nico Gürtler, Luziwei Leng, Eric Müller, Christoph Koke, Mitja Kleider, Christian Mauch, Oliver Breitwieser, Maurice Güttler, Dan Husmann de Oliveira, Kai Husmann, Joscha Ilmberger, Andreas Hartel, Vitali Karasenko, Andreas Grübl, Johannes Schemmel, Karlheinz Meier, Mihai A. Petrovici
2018	J	`jnl`	Stochasticity from function - why the Bayesian brain may need no noise. CoRR Dominik Dold, Ilja Bytschok, Ákos F. Kungl, Andreas Baumbach, Oliver Breitwieser, Walter Senn, Johannes Schemmel, Karlheinz Meier, Mihai A. Petrovici