@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-68686307, author={Billaudelle, Sebastian and Cramer, Benjamin and Petrovici, Mihai A. and Schreiber, Korbinian and Kappel, David and Schemmel, Johannes and Meier, Karlheinz}, title={Structural plasticity on an accelerated analog neuromorphic hardware system}, year={2021}, pages={11-20}, language={eng}, issn={1879-2782}, volume={133}, note={Available online: 12 October 2020 ; Gesehen am 01.02.2021}, journal={Neural networks}, doi={10.1016/j.neunet.2020.09.024}, } @article{UBHD-68934029, author={Br{\"u}derle, Daniel and Petrovici, Mihai A. and Vogginger, Bernhard and Ehrlich, Matthias and Pfeil, Thomas and Millner, Sebastian and Gr{\"u}bl, Andreas and Wendt, Karsten and M{\"u}ller, Eric and Schwartz, Marc-Olivier and Husmann, Dan and Jeltsch, Sebastian and Fieres, Johannes and Schilling, Moritz and M{\"u}ller, Paul and Breitwieser, Oliver and Petkov, Venelin and Muller, Lyle and Davison, Andrew P. and Krishnamurthy, Pradeep and Kremkow, Jens and Lundqvist, Mikael and Muller, Eilif and Partzsch, Johannes and Scholze, Stefan and Z{\"u}hl, Lukas and Mayr, Christian and Destexhe, Alain and Diesmann, Markus and Potjans, Tobias C. and Lansner, Anders and Sch{\"u}ffny, René and Schemmel, Johannes and Meier, Karlheinz}, title={A comprehensive workflow for general-purpose neural modeling with highly configurable neuromorphic hardware systems}, year={2011}, pages={263-296}, language={eng}, issn={1432-0770}, volume={104}, number={4}, note={Gesehen am 23.06.2022}, journal={Biological cybernetics}, doi={10.1007/s00422-011-0435-9}, } @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-68477716, author={Jordan, Jakob and Petrovici, Mihai A. and Breitwieser, Oliver and Schemmel, Johannes and Meier, Karlheinz and Diesmann, Markus and Tetzlaff, Tom}, title={Deterministic networks for probabilistic computing}, year={2019}, language={eng}, issn={2045-2322}, volume={9(2019) Artikel-Nummer 18303}, number={17 Seiten}, note={Gesehen am 17.01.2020}, journal={Scientific reports}, doi={10.1038/s41598-019-54137-7}, } @article{UBHD-68808247, author={Jordan, Jakob and Schmidt, Maximilian and Senn, Walter and Petrovici, Mihai A.}, title={Evolving interpretable plasticity for spiking networks}, year={2021}, pages={1-33}, language={eng}, issn={2050-084X}, volume={10}, number={Artikel-ID e66273}, note={Gesehen am 06.12.2021}, journal={eLife}, doi={10.7554/eLife.66273}, } @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-68937218, author={Kreutzer, Elena and Senn, Walter and Petrovici, Mihai A.}, title={Natural-gradient learning for spiking neurons}, year={2022}, pages={1-35}, language={eng}, issn={2050-084X}, volume={11}, number={Artikel-ID e66526}, note={Gesehen am 04.07.2022}, journal={eLife}, doi={10.7554/eLife.66526}, } @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-68290434, author={Leng, Luziwei and Breitwieser, Oliver and Bytschok, Ilja and Schemmel, Johannes and Meier, Karlheinz and Petrovici, Mihai A.}, title={Spiking neurons with short-term synaptic plasticity form superior generative networks}, year={2018}, pages={11 S.}, language={eng}, issn={2045-2322}, volume={8(2018) Artikel-Nummer 10651}, number={11 Seiten}, note={Gesehen am 31.07.2018}, journal={Scientific reports}, doi={10.1038/s41598-018-28999-2}, url={http://dx.doi.org/10.1038/s41598-018-28999-2}, library={UB}, } @book{UBHD-68167443, author={Newton, Adam J. H. and R{\"o}ssert, Christian Andreas and Bytschok, Ilja and Dold, Dominik and Meier, Karlheinz and Petrovici, Mihai A. and Schemmel, Johannes and Schmidt, Maximilian}, title={26th Annual Computational Neuroscience Meeting (CNS*2017): part 3 - meeting abstracts - Antwerp, Belgium. 15-20 July 2017}, publisher={BioMed Central; Springer}, address={London; Berlin; Heidelberg}, year={2017}, pages={1 Online-Ressource}, language={eng}, note={Aus: BMC Neuroscience, 18(1) (2017), Nr. 60. pp. 1-82. ISSN 1471-2202}, doi={10.1186/s12868-017-0372-1}, url={https://nbn-resolving.org/urn:nbn:de:bsz:16-heidok-233596}, library={UB}, } @article{UBHD-68616334, author={Petrovici, Mihai A. and Vogginger, Bernhard and M{\"u}ller, Paul and Breitwieser, Oliver and Lundqvist, Mikael and Muller, Lyle and Ehrlich, Matthias and Destexhe, Alain and Lansner, Anders and Sch{\"u}ffny, René and Schemmel, Johannes and Meier, Karlheinz}, title={Characterization and compensation of network-level anomalies in mixed-signal neuromorphic modeling platforms}, year={2014}, language={eng}, issn={1932-6203}, volume={9(2014}, note={Gesehen am 13.07.2020}, journal={PLOS ONE}, doi={10.1371/journal.pone.0108590}, } @book{UBHD-68018414, author={Petrovici, Mihai A.}, title={Form versus function}, subtitle={theory and models for neuronal substrates$nElektronische Ressource}, publisher={Springer}, address={Cham}, year={2016}, pages={Online-Ressource (XXVI, 374 p. 150 illus., 101 illus. in color, online resource)}, language={eng}, isbn={978-3-319-39552-4}, series={Springer Theses, Recognizing Outstanding Ph.D. Research}, doi={10.1007/978-3-319-39552-4}, url={http://dx.doi.org/10.1007/978-3-319-39552-4}, library={UB}, } @book{UBHD-67872599, author={Petrovici, Mihai A.}, title={Form vs. function}, subtitle={theory and models for neuronal substrates}, year={2015}, pages={VI, 389 S.}, language={eng}, note={Zs.fassung in engl. und dt. Sprache}, school={Heidelberg, Univ., Diss., 2015}, library={UB [Signatur: 2015 U 785]}, } @book{UBHD-68014179, author={Petrovici, Mihai A.}, title={Form vs. function}, subtitle={theory and models for neuronal substrates}, edition={{\"U}berarbeitete Fassung}, address={Heidelberg}, year={2016}, pages={1 Online-Ressource (405 Seiten)}, language={eng}, note={Erstellungsdatum der Online-Ressource: 27. Juni 2016}, school={Dissertation, Ruprecht-Karls-Universit{\"a}t Heidelberg, 2015}, doi={10.11588/heidok.00021402}, url={https://nbn-resolving.org/urn:nbn:de:bsz:16-heidok-214026}, library={UB}, } @book{UBHD-68018278, author={Petrovici, Mihai A.}, title={Form vs. function}, subtitle={theory and models for neuronal substrates}, address={Heidelberg}, year={2016}, pages={1 Online-Ressource (403 Seiten)}, language={eng}, note={Erstellungsdatum der Online-Ressource: 30 Jul. 2015}, school={Dissertation, Ruperto-Carola University of Heidelberg, 2015}, doi={10.11588/heidok.00019161}, url={https://nbn-resolving.org/urn:nbn:de:bsz:16-heidok-191614}, library={UB}, } @book{UBHD-67987949, author={Petrovici, Mihai A. and Bytschok, Ilja and Schemmel, Johannes and Meier, Karlheinz}, title={The high-conductance state enables neural sampling in networks of LIF neurons}, publisher={BioMed Central; Springer}, address={London; Berlin; Heidelberg}, year={2016}, pages={1 Online-Ressource (2 Seiten)}, language={eng}, note={Aus: BMC Neuroscience, 16 (2015), Nr. O2. pp. 1-2. ISSN 1471-2202}, url={http://www.ub.uni-heidelberg.de/archiv/20741}, library={UB}, } @article{UBHD-68150296, author={Petrovici, Mihai A. and Bill, Johannes and Bytschok, Ilja and Schemmel, Johannes and Meier, Karlheinz}, title={Stochastic inference with spiking neurons in the high-conductance state}, year={2016}, language={eng}, issn={2470-0053}, volume={94(2016}, note={Gesehen am 15.08.2017}, journal={Physical review}, doi={10.1103/PhysRevE.94.042312}, } @article{UBHD-68869105, author={Pfeil, Thomas and Gr{\"u}bl, Andreas and Jeltsch, Sebastian and M{\"u}ller, Eric and M{\"u}ller, Paul and Petrovici, Mihai A. and Schmuker, Michael and Br{\"u}derle, Daniel and Schemmel, Johannes and Meier, Karlheinz}, title={Six networks on a universal neuromorphic computing substrate}, year={2013}, pages={1-17}, language={eng}, issn={1662-453X}, volume={7}, number={Artikel-ID 11}, note={Gesehen am 20.01.2022}, journal={Frontiers in neuroscience}, doi={10.3389/fnins.2013.00011}, } @article{UBHD-67827190, author={Probst, Dimitri and Petrovici, Mihai A. and Bytschok, Ilja and Schemmel, Johannes and Meier, Karlheinz}, title={Probabilistic inference in discrete spaces can be implemented into networks of LIF neurons}, year={2015}, language={eng}, issn={1662-5188}, volume={9(2015) Artikel-Nr. 13}, number={11 S.}, note={Gesehen am 05.06.2015}, journal={Frontiers in computational neuroscience}, doi={10.3389/fncom.2015.00013}, url={http://dx.doi.org/10.3389/fncom.2015.00013}, library={UB}, } @book{UBHD-68039908, author={Sharpee, Tatyana O. and Rupp, André and Petrovici, Mihai A. and Bytschok, Ilja and Martel, Roman and Schemmel, Johannes and Meier, Karlheinz}, title={25th Annual Computational Neuroscience Meeting}, subtitle={CNS-2016}, publisher={BioMed Central; Springer}, address={London; Berlin; Heidelberg}, year={2016}, pages={1 Online-Ressource}, language={eng}, note={Aus: BMC Neuroscience, 17 (2016), Nr. 54. pp. 1-112. ISSN 1471-2202}, doi={10.1186/s12868-016-0283-6}, url={https://nbn-resolving.org/urn:nbn:de:bsz:16-heidok-218036}, library={UB}, } @article{UBHD-68393427, author={Wunderlich, Timo and Kungl, Ákos Ferenc and M{\"u}ller, Eric and Hartel, Andreas and Stradmann, Yannik and Aamir, Syed Ahmed and Gr{\"u}bl, Andreas and Schreiber, Korbinian and Pehle, Christian and Billaudelle, Sebastian and Kiene, Gerd and Mauch, Christian and Schemmel, Johannes and Meier, Karlheinz and Petrovici, Mihai A.}, title={Demonstrating advantages of neuromorphic computation}, subtitle={a pilot study}, year={2019}, pages={15 S.}, language={eng}, issn={1662-453X}, volume={Volume 13 (March 2019) Artikel-Nummer 260}, note={Gesehen am 28.05.2019}, journal={Frontiers in neuroscience}, doi={10.3389/fnins.2019.00260}, url={https://doi.org/10.3389/fnins.2019.00260}, library={UB}, } @article{UBHD-68749273, author={Zenke, Friedemann and Bohté, Sander M. and Clopath, Claudia and Comşa, Iulia M. and G{\"o}ltz, Julian and Maass, Wolfgang and Masquelier, Timothée and Naud, Richard and Neftci, Emre O. and Petrovici, Mihai A. and Scherr, Franz and Goodman, Dan F. M.}, title={Visualizing a joint future of neuroscience and neuromorphic engineering}, year={2021}, pages={571-575}, language={eng}, issn={1097-4199}, volume={109}, number={4}, note={Gesehen am 16.06.2021}, journal={Neuron}, doi={10.1016/j.neuron.2021.01.009}, }