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Johannes Schemmel

Heidelberg University

32H-index
206Paper Count
6.1KCitation Count
Published Papers 32
Publication Date
Higher-order neuromorphic Ising machines—autoencoders and Fowler-Nordheim annealers are all you need for scalability
err2026-04-16
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errFaiek Ahsan; Saptarshi Maiti; Zihao Chen; Jakob Kaiser; Ankita Nandi; Madhuvanthi Srivatsav; Johannes Schemmel; Andreas G. Andreou; Jason Eshraghian; Chetan Singh Thakur; Shantanu Chakrabartty
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Constructive community race: full-density spiking neural network model drives neuromorphic computing
err2026-02-16
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errJohanna Senk; Anno C Kurth; Steve Furber; Tobias Gemmeke; Bruno Golosio; Arne Heittmann; James C Knight; Eric Müller; Tobias Noll; Thomas Nowotny; Gorka Peraza Coppola; Luca Peres; Oliver Rhodes; Andrew Rowley; Johannes Schemmel; Tim Stadtmann; Tom Tetzlaff; Gianmarco Tiddia; Sacha J van Albada; José Villamar; Markus Diesmann
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Lu.i - A low-cost electronic neuron for education and outreach
err2025-03-01
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errStradmann, Yannik; Goeltz, Julian; Petrovici, Mihai A.; Schemmel, Johannes; Billaudelle, Sebastian
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Scalable network emulation on analog neuromorphic hardware
err2025-02-05
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errArnold, Elias; Spilger, Philipp; Straub, Jan V.; Mueller, Eric; Dold, Dominik; Meoni, Gabriele; Schemmel, Johannes
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Qualitative switches in single-neuron spike dynamics on neuromorphic hardware: implementation, impact on network synchronization and relevance for plasticity
err2024-03-06
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errWeerdmeester, Liz; Niemeyer, Nelson; Pfeiffer, Paul; Billaudelle, Sebastian; Schemmel, Johannes; Schleimer, Jan-Hendrik; Schreiber, Susanne
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Simulation-based inference for model parameterization on analog neuromorphic hardware
err2023-11-07
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errKaiser, Jakob; Stock, Raphael; Mueller, Eric; Schemmel, Johannes; Schmitt, Sebastian
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From clean room to machine room: commissioning of the first-generation BrainScaleS wafer-scale neuromorphic system
err2023-09-25
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errSchmidt, Hartmut; Montes, Jose; Gruebl, Andreas; Guettler, Maurice; Husmann, Dan; Ilmberger, Joscha; Kaiser, Jakob; Mauch, Christian; Mueller, Eric; Sterzenbach, Lars; Schemmel, Johannes; Schmitt, Sebastian
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Autocorrelations from emergent bistability in homeostatic spiking neural networks on neuromorphic hardware
err2023-07-19
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errCramer, Benjamin; Kreft, Markus; Billaudelle, Sebastian; Karasenko, Vitali; Leibfried, Aron; Mueller, Eric; Spilger, Philipp; Weis, Johannes; Schemmel, Johannes; Munoz, Miguel A.; Priesemann, Viola; Zierenberg, Johannes
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Spiking Neural Network Nonlinear Demapping on Neuromorphic Hardware for IM/DD Optical Communication
err2023-06-01
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errArnold, Elias; Boecherer, Georg; Strasser, Florian; Mueller, Eric; Spilger, Philipp; Billaudelle, Sebastian; Weis, Johannes; Schemmel, Johannes; Calabro, Stefano; Kuschnerov, Maxim
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The operating system of the neuromorphic BrainScaleS-1 system
err2022-08-01
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errMueller, Eric; Schmitt, Sebastian; Mauch, Christian; Billaudelle, Sebastian; Gruebl, Andreas; Guettler, Maurice; Husmann, Dan; Ilmberger, Joscha; Jeltsch, Sebastian; Kaiser, Jakob; Klaehn, Johann; Kleider, Mitja; Koke, Christoph; Montes, Jose; Mueller, Paul; Partzsch, Johannes; Passenberg, Felix; Schmidt, Hartmut; Vogginger, Bernhard; Weidner, Jonas; Mayr, Christian; Schemmel, Johannes
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A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware
err2022-05-18
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errMueller, Eric; Arnold, Elias; Breitwieser, Oliver; Czierlinski, Milena; Emmel, Arne; Kaiser, Jakob; Mauch, Christian; Schmitt, Sebastian; Spilger, Philipp; Stock, Raphael; Stradmann, Yannik; Weis, Johannes; Baumbach, Andreas; Billaudelle, Sebastian; Cramer, Benjamin; Ebert, Falk; Goeltz, Julian; Ilmberger, Joscha; Karasenko, Vitali; Kleider, Mitja; Leibfried, Aron; Pehle, Christian; Schemmel, Johannes
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The BrainScaleS-2 Accelerated Neuromorphic System With Hybrid Plasticity
err2022-02-24
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errPehle, Christian; Billaudelle, Sebastian; Cramer, Benjamin; Kaiser, Jakob; Schreiber, Korbinian; Stradmann, Yannik; Weis, Johannes; Leibfried, Aron; Mueller, Eric; Schemmel, Johannes
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Surrogate gradients for analog neuromorphic computing
err2022-01-14
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errCramer, Benjamin; Billaudelle, Sebastian; Kanya, Simeon; Leibfried, Aron; Grubl, Andreas; Karasenko, Vitali; Pehle, Christian; Schreiber, Korbinian; Stradmann, Yannik; Weis, Johannes; Schemmel, Johannes; Zenke, Friedemann
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Fast and energy-efficient neuromorphic deep learning with first-spike times
err2021-09-17
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errGoeltz, J.; Kriener, L.; Baumbach, A.; Billaudelle, S.; Breitwieser, O.; Cramer, B.; Dold, D.; Kungl, A. F.; Senn, W.; Schemmel, J.; Meier, K.; Petrovici, M. A.
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Structural plasticity on an accelerated analog neuromorphic hardware system
err2021-01-01
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errBillaudelle, Sebastian; Cramer, Benjamin; Petrovici, Mihai A.; Schreiber, Korbinian; Kappel, David; Schemmel, Johannes; Meier, Karlheinz
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Deterministic networks for probabilistic computing
err2019-12-04
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errJordan, Jakob; Petrovici, Mihai A.; Breitwieser, Oliver; Schemmel, Johannes; Meier, Karlheinz; Diesmann, Markus; Tetzlaff, Tom
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Accelerated Physical Emulation of Bayesian Inference in Spiking Neural Networks
err2019-11-14
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errKungl, Akos F.; Schmitt, Sebastian; Klaehn, Johann; Mueller, Paul; Baumbach, Andreas; Dold, Dominik; Kugele, Alexander; Mueller, Eric; Koke, Christoph; Kleider, Mitja; Mauch, Christian; Breitwieser, Oliver; Leng, Luziwei; Guertler, Nico; Guettler, Maurice; Husmann, Dan; Husmann, Kai; Hartel, Andreas; Karasenko, Vitali; Gruebl, Andreas; Schemmel, Johannes; Meier, Karlheinz; Petrovici, Mihai A.
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Stochasticity from function - Why the Bayesian brain may need no noise
err2019-11-01
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errDold, Dominik; Bytschok, Ilja; Kungl, Akos F.; Baumbach, Andreas; Breitwieser, Oliver; Senn, Walter; Schemmel, Johannes; Meier, Karlheinz; Petrovici, Mihai A.
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