The astropy project: Building an open-science project and status of the v2. 0 core package AM Price-Whelan, BM Sipőcz, HM Günther, PL Lim, SM Crawford, ... The Astronomical Journal 156 (3), 123, 2018 | 9070 | 2018 |
Fast and energy-efficient neuromorphic deep learning with first-spike times J Göltz, L Kriener, A Baumbach, S Billaudelle, O Breitwieser, B Cramer, ... Nature machine intelligence 3 (9), 823-835, 2021 | 123 | 2021 |
Versatile emulation of spiking neural networks on an accelerated neuromorphic substrate S Billaudelle, Y Stradmann, K Schreiber, B Cramer, A Baumbach, D Dold, ... 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020 | 57 | 2020 |
Fast and deep neuromorphic learning with first-spike coding J Göltz, A Baumbach, S Billaudelle, AF Kungl, O Breitwieser, K Meier, ... Proceedings of the 2020 Annual Neuro-Inspired Computational Elements …, 2020 | 42 | 2020 |
Accelerated physical emulation of bayesian inference in spiking neural networks AF Kungl, S Schmitt, J Klähn, P Müller, A Baumbach, D Dold, A Kugele, ... Frontiers in neuroscience 13, 1201, 2019 | 42 | 2019 |
Stochasticity from function—why the bayesian brain may need no noise D Dold, I Bytschok, AF Kungl, A Baumbach, O Breitwieser, W Senn, ... Neural networks 119, 200-213, 2019 | 31 | 2019 |
A scalable approach to modeling on accelerated neuromorphic hardware E Müller, E Arnold, O Breitwieser, M Czierlinski, A Emmel, J Kaiser, ... Frontiers in neuroscience 16, 884128, 2022 | 27 | 2022 |
Cortical oscillations support sampling-based computations in spiking neural networks A Korcsak-Gorzo, MG Müller, A Baumbach, L Leng, OJ Breitwieser, ... PLoS computational biology 18 (3), e1009753, 2022 | 16 | 2022 |
Spiking neuromorphic chip learns entangled quantum states S Czischek, A Baumbach, S Billaudelle, B Cramer, L Kades, ... SciPost Physics 12 (1), 039, 2022 | 13 | 2022 |
Fast and deep: Energy-efficient neuromorphic learning with first-spike times J Göltz, L Kriener, A Baumbach, S Billaudelle, O Breitwieser, B Cramer, ... arXiv preprint arXiv:1912.11443, 2019 | 13 | 2019 |
Variational learning of quantum ground states on spiking neuromorphic hardware R Klassert, A Baumbach, MA Petrovici, M Gärttner Iscience 25 (8), 2022 | 7 | 2022 |
Fast and deep neuromorphic learning with time-to-first-spike coding (2019) J Göltz, A Baumbach, S Billaudelle, O Breitwieser, D Dold, L Kriener, ... arXiv preprint arXiv:1911.10124, 2019 | 5 | 2019 |
Accelerated physical emulation of bayesian inference in spiking neural networks. Front Neurosci 13: 1201 AF Kungl, S Schmitt, J Klähn, P Müller, A Baumbach, D Dold, A Kugele, ... | 5 | 2019 |
Brainscales: Greater versatility for neuromorphic emulation A Baumbach, S Billaudelle, V Sabado, MA Petrovici Brain-inspired Computing, 15, 2021 | 4 | 2021 |
Magnetic phenomena in spiking neural networks A Baumbach, AF Kungl, MA Petrovici, J Schemmel, K Meier Spin 200, 100, 2016 | 4 | 2016 |
F09/F10 Neuromorphic Computing A Grübl, A Baumbach University of Heidelberg, 2017 | 3 | 2017 |
Cortical oscillations implement a backbone for sampling-based computation in spiking neural networks A Korcsak-Gorzo, A Baumbach, R Legenstein, OJ Breitwieser, ... Computational and Systems Neuroscience, 2021 | 2 | 2021 |
Quantum many-body states: A novel neuromorphic application A Baumbach, R Klassert, S Czischek, M Gärttner, MA Petrovici Proceedings of the 2022 Annual Neuro-Inspired Computational Elements …, 2022 | | 2022 |
Cortical oscillations support sampling-based computations in spiking neural networks A Baumbach, A Korcsak-Gorzo, MG Mueller, L Leng, OJ Breitwieser, ... JOURNAL OF COMPUTATIONAL NEUROSCIENCE 49 (SUPPL 1), S5-S6, 2021 | | 2021 |
A functional role of cortical oscillations for probabilistic computation in spiking neural networks MG Müller, A Korcsak-Gorzo, W Senn, L Leng, A Baumbach, ... COSYNE 2021: Computational and Systems Neuroscience, 2021 | | 2021 |