Schemmel, Johannes Dr.Universität HeidelbergHeidelberg
Refine publication list
Year of publication
Type of Publication
Language
Co-author (Univ. of Heidelberg)
- Breitwieser, Oliver (8)
- Bytschok, Ilja (7)
- Kaiser, Jakob (7)
- Müller, Paul (6)
- Schmitt, Sebastian (5)
- Pehle, Christian (5)
- Baumbach, Andreas (5)
- Weis, Johannes (5)
- Spilger, Philipp (5)
- Pfeil, Thomas (4)
- Dold, Dominik (4)
- Kungl, Ákos Ferenc (4)
- Mauch, Christian (4)
- Husmann, Dan (4)
- Arnold, Elias (4)
- Stock, Raphael (4)
- Hartel, Andreas (4)
- Aamir, Syed Ahmed (3)
- Ilmberger, Joscha (3)
- Gasenzer, Thomas (2)
- Millner, Sebastian (2)
- Friedmann, Simon (2)
- Jeltsch, Sebastian (2)
- Bill, Johannes (2)
- Kiene, Gerd (2)
- Leng, Luziwei (2)
- Schreiber, Korbinian (2)
- Göltz, Julian (2)
- Karasenko, Vitali (2)
- Ebert, Falk (2)
- Rössert, Christian Andreas (1)
- Oberthaler, Markus K. (1)
- Schrader, Sven (1)
- (further entries exist...)
Co-author (external)
- Leibfried, Aron (2)
- Böcherer, Georg (2)
- Senn, Walter (1)
- Düzel, Emrah (1)
- Tetzlaff, Christian (1)
- Schilling, Moritz (1)
- Mayr, Christian (1)
- Güntürkün, Onur (1)
- Engel, Andreas K. (1)
- Oden, Lena (1)
- Amunts, Katrin (1)
- Koke, Christoph (1)
- Sharpee, Tatyana O. (1)
- Friston, Karl J. (1)
- Petkov, Nicolai (1)
- Zenke, Friedemann (1)
- Marinazzo, Daniele (1)
- Newton, Adam J. H. (1)
- Muller, Eilif (1)
- Diesmann, Markus (1)
- Delbruck, Tobi (1)
- Liu, Shih-Chii (1)
- Gerstner, Wulfram (1)
- Jordan, Jakob (1)
- Tetzlaff, Tom (1)
- Wibral, Michael (1)
- Vogginger, Bernhard (1)
- Schüffny, René (1)
- Priesemann, Viola (1)
- Muller, Lyle (1)
- Lundqvist, Mikael (1)
- Ehrlich, Matthias (1)
- Kappel, David (1)
- (further entries exist...)
Publications in heiBIB 
- Amunts, Katrin: The coming decade of digital brain research : a vision for neuroscience at the intersection of technology and computing / Katrin Amunts, Markus Axer, Swati Banerjee, Lise Bitsch, Jan G. Bjaalie, Philipp Brauner, Andrea Bro… , April 18, 2024. - 35 S.
In: Imaging neuroscience, ISSN 2837-6056. 2(2024), Seite 1-35
DOI: 10.1162/imag_a_00137
- Stradmann, Yannik: Closing the loop : high-speed robotics with accelerated neuromorphic hardware / Yannik Stradmann and Johannes Schemmel, 26 March 2024. - 6 S. : Illustrationen
In: Frontiers in neuroscience, ISSN 1662-453X. 18(2024) vom: März, Artikel-ID 1360122, Seite 1-6
DOI: 10.3389/fnins.2024.1360122
- Stock, Raphael: Parametrizing analog multi-compartment neurons with genetic algorithms [data] / Raphael Stock, Jakob Kaiser, Eric Müller, Johannes Schemmel, Sebastian Schmitt. -
Heidelberg: Universität, 2023-04-18. - 1 Online-Ressource (2 Files)
DOI: 10.11588/data/U2U1IB
- Kaiser, Jakob: Simulation-based Inference for model parameterization on analog neuromorphic hardware / Jakob Kaiser, Raphael Stock, Eric Müller, Johannes Schemmel, and Sebastian Schmitt, August 27, 2023. - 10 S.
In: Arxiv. (2023), Artikel-ID 2303.16056, Seite 1-10
DOI: 10.48550/arXiv.2303.16056
- Kaiser, Jakob: Simulation-based inference for model parameterization on analog neuromorphic hardware [data] / Jakob Kaiser, Raphael Stock, Eric Müller, Johannes Schemmel, Sebastian Schmitt. -
Heidelberg: Universität, 2023-09-28. - 1 Online-Ressource (2 Files)
DOI: 10.11588/data/AVFF2E
- Arnold, Elias: Spiking neural network nonlinear demapping on neuromorphic hardware for IM/DD optical communication / Elias Arnold, Georg Böcherer, Florian Strasser, Eric Müller, Philipp Spilger, Sebastian Billaudelle,… , 01 June 2023. - 8 S.
In: Journal of lightwave technology, ISSN 1558-2213. 41(2023), 11 vom: Juni, Seite 3424-3431
DOI: 10.1109/JLT.2023.3252819
- Cramer, Benjamin: The Heidelberg spiking data sets for the systematic evaluation of spiking neural networks / Benjamin Cramer, Yannik Stradmann, Johannes Schemmel, Friedemann Zenke, July 2022. - 14 S.
In: IEEE transactions on neural networks and learning systems, ISSN 2162-237X. 33(2022), 7, Seite 2744-2757
DOI: 10.1109/TNNLS.2020.3044364
- Arnold, Elias: Spiking neural network equalization on neuromorphic hardware for IM/DD optical communication / Elias Arnold, Georg Böcherer, Eric Müller, Philipp Spilger, Johannes Schemmel, Stefano Calabrò, Maxi… , 2022-05-11. - 6 S.
In: Arxiv. (2022), Artikel-ID 2206.00401, Seite 1-6
DOI: 10.48550/arXiv.2206.00401
- Müller, Eric: The operating system of the neuromorphic BrainScaleS-1 system / Eric Müller, Sebastian Schmitt, Christian Mauch, Sebastian Billaudelle, Andreas Grübl, Maurice Güttl… , 26 May 2022. - 21 S.
In: Neurocomputing, ISSN 1872-8286. 501(2022) vom: Aug., Seite 790-810
DOI: 10.1016/j.neucom.2022.05.081
- Arnold, Elias: Spiking neural network equalization for IM/DD optical communication / Elias Arnold, Georg Böcherer, Eric Müller, Philipp Spilger, Johannes Schemmel, Stefano Calabrò, Maxi… . - Version v2, 1 Jun 2022. - 5 S.
In: Arxiv. (2022), Artikel-ID 2205.04263, Seite 1-5
DOI: 10.48550/arXiv.2205.04263
- Stradmann, Yannik: Demonstrating analog inference on the BrainScaleS-2 mobile system / Yannik Stradmann, Sebastian Billaudelle, Oliver Breitwieser, Falk Leonard Ebert, Arne Emmel, Dan Hus… , 21 September 2022. - 11 S.
In: IEEE open journal of circuits and systems, ISSN 2644-1225. 3(2022), Seite 252-262
DOI: 10.1109/OJCAS.2022.3208413
- Czischek, Stefanie: Spiking neuromorphic chip learns entangled quantum states / Stefanie Czischek, Andreas Baumbach, Sebastian Billaudelle, Benjamin Cramer, Lukas Kades, Jan M. Paw… , 26-01-2022. - 20 S.
In: SciPost physics, ISSN 2542-4653. 12(2022), 1, Artikel-ID 039, Seite 1-20
DOI: 10.21468/SciPostPhys.12.1.039
- Müller, Eric: A scalable approach to modeling on accelerated neuromorphic hardware / Eric Müller, Elias Arnold, Oliver Breitwieser, Milena Czierlinski, Arne Emmel, Jakob Kaiser, Christi… , May 2022. - 22 S.
In: Frontiers in neuroscience, ISSN 1662-453X. 16(2022), Artikel-ID 884128, Seite 1-22
DOI: 10.3389/fnins.2022.884128
- Pehle, Christian: The BrainScaleS-2 accelerated neuromorphic system with hybrid plasticity / Christian Pehle, Sebastian Billaudelle, Benjamin Cramer, Jakob Kaiser, Korbinian Schreiber, Yannik S… , 24 February 2022. - 21 S.
In: Frontiers in neuroscience, ISSN 1662-453X. 16(2022), Artikel-ID 795876, Seite 1-21
DOI: 10.3389/fnins.2022.795876
- Kaiser, Jakob: Emulating dendritic computing paradigms on analog neuromorphic hardware / Jakob Kaiser, Sebastian Billaudelle, Eric Müller, Christian Tetzlaff, Johannes Schemmel and Sebastia… , 2022. - 11 S.
In: Neuroscience, ISSN 1873-7544. 489(2022) vom: 1. Mai, Seite 290-300
DOI: 10.1016/j.neuroscience.2021.08.013
- Cramer, Benjamin: Surrogate gradients for analog neuromorphic computing / Benjamin Cramer, Sebastian Billaudelle, Simeon Kanya, Aron Leibfried, Andreas Grübl, Vitali Karasenk… , January 14, 2022. - 9 S.
In: Proceedings of the National Academy of Sciences of the United States of America, ISSN 1091-6490. 119(2022), 4, Artikel-ID e2109194119, Seite 1-9
DOI: 10.1073/pnas.2109194119
- HD-BIO-Al - Energieeffiziente Inferenz für Edge-Computing auf der Basis von Neuromorpher Hardware : Abschlussbericht / Electronic Vision(s), Lehrstuhl für Neuromorphes Rechnen, Leitung (in Vertretung): Johannes Schemmel… . -
[Heidelberg]: [Universität Heidelberg], January 7, 2021. - 1 Online-Ressource (17 Seiten, 1,68 MB) : Illustrationen, Diagramme
DOI: 10.2314/KXP:1813307792
- HD-BIO-Al - Energieeffiziente Inferenz für Edge-Computing auf der Basis von Neuromorpher Hardware : Abschlussbericht / Electronic Vision(s), Lehrstuhl für Neuromorphes Rechnen, Leitung (in Vertretung): Johannes Schemmel… . -
[Heidelberg]: [Universität Heidelberg], January 7, 2021. - 17 Blätter : Illustrationen, Diagramme
- Thommes, Tobias: BrainScaleS large scale spike communication using extoll / Tobias Thommes, Niels Buwen, Andreas Grübl, Eric Müller, Ulrich Brüning, and Johannes Schemmel. - Version v2, 14 Dec 2021. - 3 S.
In: Arxiv. (2021), Artikel-ID 2111.15296, Seite 1-3
DOI: 10.48550/arXiv.2111.15296
- Göltz, Julian: Fast and energy-efficient neuromorphic deep learning with first-spike times / J. Göltz, L. Kriener, A. Baumbach, S. Billaudelle, O. Breitwieser, B. Cramer, D. Dold, A.F. Kungl, W… , 17 September 2021. - 13 S.
In: Nature machine intelligence, ISSN 2522-5839. 3(2021), 9 vom: Sept., Seite 823-835
DOI: 10.1038/s42256-021-00388-x
- Grübl, Andreas: Verification and design methods for the BrainScaleS neuromorphic hardware system / Andreas Grübl, Sebastian Billaudelle, Benjamin Cramer, Vitali Karasenko, Johannes Schemmel, 9 July 2020. - 16 S.
In: Journal of signal processing systems, ISSN 1939-8115. 92(2020), 11, Seite 1277-1292
DOI: 10.1007/s11265-020-01558-7
- Billaudelle, Sebastian: Structural plasticity on an accelerated analog neuromorphic hardware system / Sebastian Billaudelle, Benjamin Cramer, Mihai A. Petrovici, Korbinian Schreiber, David Kappel, Johan… , 2021. - 10 S.
In: Neural networks, ISSN 1879-2782. 133(2021), Seite 11-20
DOI: 10.1016/j.neunet.2020.09.024
- Cramer, Benjamin: Control of criticality and computation in spiking neuromorphic networks with plasticity / Benjamin Cramer, David Stöckel, Markus Kreft, Michael Wibral, Johannes Schemmel, Karlheinz Meier & V… , 05 June 2020. - 11 S.
In: Nature Communications, ISSN 2041-1723. 11(2020) Artikel-Nummer 2853, 11 Seiten
DOI: 10.1038/s41467-020-16548-3
- Jordan, Jakob: Deterministic networks for probabilistic computing / Jakob Jordan, Mihai A. Petrovici, Oliver Breitwieser, Johannes Schemmel, Karlheinz Meier, Markus Die… , 4 December 2019
In: Scientific reports, ISSN 2045-2322. 9(2019) Artikel-Nummer 18303, 17 Seiten
DOI: 10.1038/s41598-019-54137-7
- Schemmel, Johannes: Vorbild Natur : Wie Maschinen das Lernen lernen / Johannes Schemmel, 2019-12-16. - 8 S.
In: Ruperto Carola, ISSN 0035-998X. 15(2019), Seite 88-95
DOI: 10.17885/heiup.ruca.2019.15.24099
- Kungl, Ákos Ferenc: Accelerated physical emulation of bayesian inference in spiking neural networks / Akos F. Kungl, Sebastian Schmitt, Johann Klähn, Paul Müller, Andreas Baumbach, Dominik Dold, Alexand… , 14 November 2019. - 15 S.
In: Frontiers in neuroscience, ISSN 1662-453X. 13(2019) Artikel-Nummer 1201, 15 Seiten
DOI: 10.3389/fnins.2019.01201
- Dold, Dominik: Stochasticity from function : why the Bayesian brain may need no noise / Dominik Dold, Ilja Bytschok, Akos F. Kungl, Andreas Baumbach, Oliver Breitwieser, Walter Senn, Johan… , 19 August 2019. - 14 S.
In: Neural networks, ISSN 1879-2782. 119(2019), Seite 200-213
DOI: 10.1016/j.neunet.2019.08.002
- Thakur, Chetan Singh: Corrigendum : Large-scale neuromorphic spiking array processors: a quest to mimic the brain / Chetan Singh Thakur, Jamal Lottier Molin, Gert Cauwenberghs, Giacomo Indiveri, Kundan Kumar, Ning Qi… , 07 January 2019. - 2 S.
In: Frontiers in neuroscience, ISSN 1662-453X. 12(2019) Artikel-Nummer 991, 2 Seiten
DOI: 10.3389/fnins.2018.00991
- Wunderlich, Timo: Demonstrating advantages of neuromorphic computation : a pilot study / Timo Wunderlich, Akos F. Kungl, Eric Müller, Andreas Hartel, Yannik Stradmann, Syed Ahmed Aamir, And… , 26 March 2019. - 15 S. : Illustrationen
In: Frontiers in neuroscience, ISSN 1662-453X. Volume 13 (March 2019) Artikel-Nummer 260, Seite 1-15, 15 Seiten
DOI: 10.3389/fnins.2019.00260
- Thakur, Chetan Singh: Large-scale neuromorphic spiking array processors : a quest to mimic the brain / Chetan Singh Thakur, Jamal Lottier Molin, Gert Cauwenberghs, Giacomo Indiveri, Kundan Kumar, Ning Qi… , 03 December 2018. - 37 S.
In: Frontiers in neuroscience, ISSN 1662-453X. 12(2018) Artikel-Nummer 891, 37 Seiten
DOI: 10.3389/fnins.2018.00891
- Aamir, Syed Ahmed: An accelerated LIF neuronal network array for a large-scale mixed-signal neuromorphic architecture / Syed Ahmed Aamir, student member, IEEE, Yannik Stradmann, Paul Müller, Christian Pehle, Andreas Hart… , 27 June 2018. - 14 S.
In: IEEE transactions on biomedical circuits and systems, ISSN 1940-9990. 65(2018), 12, Seite 4299-4312
DOI: 10.1109/TCSI.2018.2840718
- Aamir, Syed Ahmed: A mixed-signal structured AdEx neuron for accelerated neuromorphic cores / Syed Ahmed Aamir, student member, IEEE, Paul Müller, Gerd Kiene, Laura Kriener, Yannik Stradmann, An… , July 24, 2018. - 11 S.
In: IEEE transactions on biomedical circuits and systems, ISSN 1940-9990. 12(2018), 5, Seite 1027-1037
DOI: 10.1109/TBCAS.2018.2848203
- Leng, Luziwei: Spiking neurons with short-term synaptic plasticity form superior generative networks / Luziwei Leng, Roman Martel, Oliver Breitwieser, Ilja Bytschok, Walter Senn, Johannes Schemmel, Karlh… , 13 July 2018. - 11 S.
In: Scientific reports, ISSN 2045-2322. 8(2018) Artikel-Nummer 10651, 11 Seiten
DOI: 10.1038/s41598-018-28999-2
- Friedmann, Simon: Demonstrating hybrid learning in a flexible neuromorphic hardware system / Simon Friedmann, Johannes Schemmel, Member, IEEE, Andreas Grübl, Andreas Hartel, Matthias Hock, and … . - 15 S.
In: IEEE transactions on biomedical circuits and systems, ISSN 1940-9990. 11(2017), 1, S. 128-142
DOI: 10.1109/TBCAS.2016.2579164
- Newton, Adam J. H.: 26th Annual Computational Neuroscience Meeting (CNS*2017): part 3 - meeting abstracts - Antwerp, Belgium. 15-20 July 2017 / Adam JH Newton; Alexandra H Seidenstein; Robert A McDougal; Alberto Cervera; Gemma Huguet; Tere Sear… . -
London; Berlin; Heidelberg: BioMed Central; Springer, 2017. - 1 Online-Ressource
DOI: 10.1186/s12868-017-0372-1
- Petrovici, Mihai A.: Stochastic inference with spiking neurons in the high-conductance state / Mihai A. Petrovici, Johannes Bill, Ilja Bytschok, Johannes Schemmel, and Karlheinz Meier
In: Physical review, ISSN 2470-0053. 94(2016,4) Artikel-Nummer 042312, 14 Seiten
DOI: 10.1103/PhysRevE.94.042312
- Sharpee, Tatyana O.: 25th Annual Computational Neuroscience Meeting : CNS-2016 / Tatyana O. Sharpee, André Rupp, Mihai A. Petrovici, Ilja Bytschok, Roman Martel, Johannes Schemmel, … . -
London; Berlin; Heidelberg: BioMed Central; Springer, 2016. - 1 Online-Ressource
DOI: 10.1186/s12868-016-0283-6
- Pfeil, Thomas: Effect of heterogeneity on decorrelation mechanisms in spiking neural networks : a neuromorphic-hardware study / Thomas Pfeil, Jakob Jordan, Tom Tetzlaff, Andreas Grübl, Johannes Schemmel, Markus Diesmann, and Kar…
In: Physical review, ISSN 2160-3308. 6(2016,2) Artikel-Nummer 021023, 21 Seiten
DOI: 10.1103/PhysRevX.6.021023
- Petrovici, Mihai A.: The high-conductance state enables neural sampling in networks of LIF neurons / Mihai A. Petrovici, Ilja Bytschok, Johannes Bill, Johannes Schemmel, Karlheinz Meier. -
London; Berlin; Heidelberg: BioMed Central; Springer, 2016. - 1 Online-Ressource (2 Seiten)
- Probst, Dimitri: Probabilistic inference in discrete spaces can be implemented into networks of LIF neurons / Dimitri Probst, Mihai A. Petrovici, Ilja Bytschok, Johannes Bill, Dejan Pecevski, Johannes Schemmel …
In: Frontiers in computational neuroscience, ISSN 1662-5188. 9(2015) Artikel-Nr. 13, 11 S.
DOI: 10.3389/fncom.2015.00013
- Petrovici, Mihai A.: Characterization and compensation of network-level anomalies in mixed-signal neuromorphic modeling platforms / Mihai A. Petrovici, Bernhard Vogginger, Paul Müller, Oliver Breitwieser, Mikael Lundqvist, Lyle Mull… , October 10, 2014
In: PLOS ONE, ISSN 1932-6203. 9(2014,10) Artikel-Nummer e108590, 30 Seiten
DOI: 10.1371/journal.pone.0108590
- Pfeil, Thomas: Six networks on a universal neuromorphic computing substrate / Thomas Pfeil, Andreas Grübl, Sebastian Jeltsch, Eric Müller, Paul Müller, Mihai A. Petrovici, Michae… , 18 February 2013. - 17 S.
In: Frontiers in neuroscience, ISSN 1662-453X. 7(2013), Artikel-ID 11, Seite 1-17
DOI: 10.3389/fnins.2013.00011
- Friedmann, Simon: Reward-based learning under hardware constraints : using a RISC processor embedded in a neuromorphic substrate / Simon Friedmann, Nicolas Frémaux, Johannes Schemmel, Wulfram Gerstner and Karlheinz Meier, 20 September 2013. - 17 S.
In: Frontiers in neuroscience, ISSN 1662-453X. 7(2013), Artikel-ID 160, Seite 1-17
DOI: 10.3389/fnins.2013.00160
- Millner, Sebastian: Towards biologically realistic multi-compartment neuron model emulation in analog VLSI / Sebastian Millner ; Andreas Hartel ; Johannes Schemmel ; Karlheinz Meier. - 6 S.
In: ESANN 2012. 20(2012), S. 603-608
- Pfeil, Thomas: Is a 4-bit synaptic weight resolution enough? : Constraints on enabling spike-timing dependent plasticity in neuromorphic hardware / Thomas Pfeil, Tobias C. Potjans, Sven Schrader, Wiebke Potjans, Johannes Schemmel, Markus Diesmann, … , 2012. - 18 S.
In: Frontiers in neuroscience, ISSN 1662-453X. 6(2012), Seite 1-18
DOI: 10.3389/fnins.2012.00090
- Indiveri, Giacomo: Neuromorphic silicon neuron circuits / Giacomo Indiveri, Bernabe Linares-Barranco, Tara Hamilton, André van Schaik, Ralph Etienne-Cummings,… , 31 May 2011. - 23 S.
In: Frontiers in neuroscience, ISSN 1662-453X. 5(2011), Artikel-ID 73, Seite 1-23
DOI: 10.3389/fnins.2011.00073
- Brüderle, Daniel: A comprehensive workflow for general-purpose neural modeling with highly configurable neuromorphic hardware systems / Daniel Brüderle, Mihai A. Petrovici, Bernhard Vogginger, Matthias Ehrlich, Thomas Pfeil, Sebastian M… , 27 May 2011. - 34 S.
In: Biological cybernetics, ISSN 1432-0770. 104(2011), 4, Seite 263-296
DOI: 10.1007/s00422-011-0435-9
- Hauptfleisch, Helge: A computer controlled pendulum with position readout / H. Hauptfleisch, T. Gasenzer, K. Meier, O. Nachtmann, J. Schemmel, May 2010. - 7 S. : Illustrationen
In: American journal of physics, ISSN 1943-2909. 78(2010), 6, Seite 555-561
DOI: 10.1119/1.3281067
- Bill, Johannes: Compensating inhomogeneities of neuromorphic VLSI devices via short-term synaptic plasticity / Johannes Bill, Klaus Schuch, Daniel Brüderle, Johannes Schemmel, Wolfgang Maass and Karlheinz Meier, 2010 Oct 8. - 14 S.
In: Frontiers in computational neuroscience, ISSN 1662-5188. 4(2010), Artikel-ID 129, Seite 1-14
DOI: 10.3389/fncom.2010.00129
- Schemmel, Johannes: An integrated analog network for image processing / presented by Johannes Schemmel, 1999. - II, 151 S. : Ill., graph. Darst.
