@book{UBHD-68826453, author={Baumbach, Andreas}, title={From microscopic dynamics to ensemble behavior in spiking neural networks}, address={Heidelberg}, year={2020}, pages={1 Online-Ressource (207 Seiten)}, language={eng}, school={Dissertation, Heidelberg University, 2020}, doi={10.11588/heidok.00029106}, url={https://nbn-resolving.org/urn:nbn:de:bsz:16-heidok-291065}, library={UB}, } @book{UBHD-68718840, author={Baumbach, Andreas}, organization={Universit{\"a}t Heidelberg}, title={From microscopic dynamics to ensemble behavior in spiking neural networks}, address={Heidelberg}, year={2020}, pages={207 Seiten}, language={eng}, school={Dissertation, Heidelberg University, 2020}, library={UB [Signatur: 2021 U 181]}, } @incollection{UBHD-68974649, author={Baumbach, Andreas and Klassert, Robert and Czischek, Stefanie and G{\"a}rttner, Martin and Petrovici, Mihai A.}, title={Quantum many-body states}, subtitle={a novel neuromorphic application}, year={2022}, pages={104-106}, language={eng}, isbn={9781450395595}, note={Gesehen am 17.10.2022}, booktitle={Neuro-Inspired Computational Elements Conference}, doi={10.1145/3517343.3517379}, } @article{UBHD-68941091, author={Czischek, Stefanie and Baumbach, Andreas and Billaudelle, Sebastian and Cramer, Benjamin and Kades, Lukas and Pawlowski, Jan M. and Oberthaler, Markus K. and Schemmel, Johannes and Petrovici, Mihai A. and Gasenzer, Thomas and G{\"a}rttner, Martin}, title={Spiking neuromorphic chip learns entangled quantum states}, year={2022}, pages={1-20}, language={eng}, issn={2542-4653}, volume={12}, note={Gesehen am 13.07.2022}, journal={SciPost physics}, doi={10.21468/SciPostPhys.12.1.039}, } @article{UBHD-68444366, author={Dold, Dominik and Bytschok, Ilja and Kungl, Ákos Ferenc and Baumbach, Andreas and Breitwieser, Oliver and Schemmel, Johannes and Petrovici, Mihai A.}, title={Stochasticity from function}, subtitle={why the Bayesian brain may need no noise}, year={2019}, pages={200-213}, language={eng}, issn={1879-2782}, volume={119}, note={Gesehen am 23.10.2019}, journal={Neural networks}, doi={10.1016/j.neunet.2019.08.002}, } @article{UBHD-68791884, author={G{\"o}ltz, Julian and Kriener, Laura and Baumbach, Andreas and Billaudelle, Sebastian and Breitwieser, Oliver and Cramer, Benjamin and Dold, Dominik and Kungl, Ákos Ferenc and Senn, W. and Schemmel, Johannes and Meier, Karlheinz and Petrovici, Mihai A.}, title={Fast and energy-efficient neuromorphic deep learning with first-spike times}, year={2021}, pages={823-835}, language={eng}, issn={2522-5839}, volume={3}, number={9 vom: Sept.}, note={Gesehen am 20.10.2021}, journal={Nature machine intelligence}, doi={10.1038/s42256-021-00388-x}, } @article{UBHD-68977567, author={Klassert, Robert and Baumbach, Andreas and Petrovici, Mihai A. and G{\"a}rttner, Martin}, title={Variational learning of quantum ground states on spiking neuromorphic hardware}, year={2022}, pages={1-22}, language={eng}, issn={2589-0042}, volume={25}, note={Gesehen am 24.10.2022}, journal={iScience}, doi={10.1016/j.isci.2022.104707}, } @incollection{UBHD-68941098, author={Klassert, Robert and Baumbach, Andreas and Petrovici, Mihai A. and G{\"a}rttner, Martin}, title={Variational learning of quantum ground states on spiking neuromorphic hardware}, year={2021}, pages={1-13}, language={eng}, note={Gesehen am 13.07.2022}, booktitle={Arxiv}, doi={10.48550/arXiv.2109.15169}, } @article{UBHD-68964554, author={Korcsak-Gorzo, Agnes and M{\"u}ller, Michael G. and Baumbach, Andreas and Leng, Luziwei and Breitwieser, Oliver and Albada, Sacha J. van and Senn, Walter and Meier, Karlheinz and Legenstein, Robert and Petrovici, Mihai A.}, title={Cortical oscillations support sampling-based computations in spiking neural networks}, year={2022}, pages={1-41}, language={eng}, issn={1553-7358}, volume={18}, note={Gesehen am 15.09.2022}, journal={PLoS Computational Biology}, doi={10.1371/journal.pcbi.1009753}, } @article{UBHD-68470224, author={Kungl, Ákos Ferenc and Schmitt, Sebastian and Baumbach, Andreas and Dold, Dominik and M{\"u}ller, Eric and Kleider, Mitja and Mauch, Christian and Breitwieser, Oliver and Leng, Luziwei and G{\"u}ttler, Gilbert Maurice and Husmann, Dan and Karasenko, Vitali and Gr{\"u}bl, Andreas and Schemmel, Johannes and Petrovici, Mihai A.}, title={Accelerated physical emulation of bayesian inference in spiking neural networks}, year={2019}, pages={15 S.}, language={eng}, issn={1662-453X}, volume={13(2019) Artikel-Nummer 1201}, number={15 Seiten}, note={Gesehen am 20.12.2019}, journal={Frontiers in neuroscience}, doi={10.3389/fnins.2019.01201}, url={https://doi.org/10.3389/fnins.2019.01201}, library={UB}, } @article{UBHD-68937589, author={M{\"u}ller, Eric and Arnold, Elias and Breitwieser, Oliver and Czierlinski, Milena and Emmel, Arne and Kaiser, Jakob and Mauch, Christian and Schmitt, Sebastian and Spilger, Philipp and Stock, Raphael and Stradmann, Yannik and Weis, Johannes and Baumbach, Andreas and Billaudelle, Sebastian and Cramer, Benjamin and Ebert, Falk and G{\"o}ltz, Julian and Ilmberger, Joscha and Karasenko, Vitali and Kleider, Mitja and Leibfried, Aron and Pehle, Christian and Schemmel, Johannes}, title={A scalable approach to modeling on accelerated neuromorphic hardware}, year={2022}, pages={1-22}, language={eng}, issn={1662-453X}, volume={16}, number={Artikel-ID 884128}, note={Published: 18 May 2022 ; Gesehen am 05.07.2022}, journal={Frontiers in neuroscience}, doi={10.3389/fnins.2022.884128}, url={https://www.frontiersin.org/articles/10.3389/fnins.2022.884128}, library={UB}, } @incollection{UBHD-68353365, author={Price-Whelan, Adrian M. and Homeier, Derek and Baumbach, Andreas}, title={The astropy project}, subtitle={building an inclusive, open-science project and status of the v2.0 core package}, year={2018}, language={eng}, note={Gesehen am 30.01.2019}, booktitle={Arxiv}, } @article{UBHD-68353367, author={Price-Whelan, Adrian M. and Homeier, Derek and Baumbach, Andreas}, title={The astropy project}, subtitle={building an open-science project and status of the v2.0 core package}, year={2018}, language={eng}, issn={1538-3881}, volume={156(2018}, note={Gesehen am 30.01.2019}, journal={The astronomical journal}, doi={10.3847/1538-3881/aabc4f}, }