Sebastian Billaudelle

38 papers C 2Journal 29Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
MINIMALIST: switched-capacitor circuits for efficient in-memory computation of gated recurrent units.
CoRR
Sebastian Billaudelle, Laura Kriener, Filippo Moro, Tristan Torchet, Melika Payvand
2025 — conf
Multi-timescale synaptic plasticity on analog neuromorphic hardware.
NICE
Amani Atoui, Jakob Kaiser, Sebastian Billaudelle, Philipp Spilger, Eric Müller, Jannik Luboeinski, Christian Tetzlaff, Johannes Schemmel
2024 J jnl
Emulating insect brains for neuromorphic navigation.
CoRR
Korbinian Schreiber, Timo Wunderlich, Philipp Spilger, Sebastian Billaudelle, Benjamin Cramer, Yannik Stradmann, Christian Pehle, Eric Müller, Mihai A. Petrovici, Johannes Schemmel, Karlheinz Meier
2024 J jnl
Lu.i - A low-cost electronic neuron for education and outreach.
CoRR
Yannik Stradmann, Julian Göltz, Mihai A. Petrovici, Johannes Schemmel, Sebastian Billaudelle
2024 J jnl
Qualitative switches in single-neuron spike dynamics on neuromorphic hardware: implementation, impact on network synchronization and relevance for plasticity.
Neuromorph. Comput. Eng.
Liz Weerdmeester, Nelson Niemeyer, Paul Pfeiffer, Sebastian Billaudelle, Johannes Schemmel, Jan-Hendrik Schleimer, Susanne Schreiber
2023 — conf
A flexible column parallel successive-approximation ADC for hybrid neuromorphic computing.
PRIME
Philipp Dauer, Milena Czierlinski, Sebastian Billaudelle, Andreas Grübl, Johannes Schemmel
2023 J jnl
Gradient-based methods for spiking physical systems.
CoRR
Julian Göltz, Sebastian Billaudelle, Laura Kriener, Luca Blessing, Christian Pehle, Eric Müller, Johannes Schemmel, Mihai A. Petrovici
2022 J jnl
A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware.
CoRR
Eric Müller, Elias Arnold, Oliver Breitwieser, Milena Czierlinski, Arne Emmel, Jakob Kaiser, Christian Mauch, Sebastian Schmitt, Philipp Spilger, Raphael Stock, Yannik Stradmann, Johannes Weis, Andreas Baumbach, Sebastian Billaudelle, Benjamin Cramer, Falk Leonard Ebert, Julian Göltz, Joscha Ilmberger, Vitali Karasenko, Mitja Kleider, Aron Leibfried, Christian Pehle, Johannes Schemmel
2022 — conf
An accurate and flexible analog emulation of AdEx neuron dynamics in silicon.
ICECS 2022
Sebastian Billaudelle, Johannes Weis, Philipp Dauer, Johannes Schemmel
2022 J jnl
An accurate and flexible analog emulation of AdEx neuron dynamics in silicon.
CoRR
Sebastian Billaudelle, Johannes Weis, Philipp Dauer, Johannes Schemmel
2022 J jnl
Demonstrating Analog Inference on the BrainScaleS-2 Mobile System.
IEEE Open J. Circuits Syst.
Yannik Stradmann, Sebastian Billaudelle, Oliver Breitwieser, Falk Leonard Ebert, Arne Emmel, Dan Husmann, Joscha Ilmberger, Eric Müller, Philipp Spilger, Johannes Weis, Johannes Schemmel
2022 — —
From transistors to learning systems: circuits and algorithms for brain-inspired computing / put forward by Sebastian Billaudelle ; referees: Dr. habil. Johannes Schemmel, Prof. Dr. Wolfram Pernice.
Sebastian Billaudelle
2022 J jnl
Surrogate gradients for analog neuromorphic computing.
Proc. Natl. Acad. Sci. USA
Benjamin Cramer, Sebastian Billaudelle, Simeon Kanya, Aron Leibfried, Andreas Grübl, Vitali Karasenko, Christian Pehle, Korbinian Schreiber, Yannik Stradmann, Johannes Weis, Johannes Schemmel, Friedemann Zenke
2022 J jnl
The BrainScaleS-2 accelerated neuromorphic system with hybrid plasticity.
CoRR
Christian Pehle, Sebastian Billaudelle, Benjamin Cramer, Jakob Kaiser, Korbinian Schreiber, Yannik Stradmann, Johannes Weis, Aron Leibfried, Eric Müller, Johannes Schemmel
2022 J jnl
The operating system of the neuromorphic BrainScaleS-1 system.
Neurocomputing
Eric Müller, Sebastian Schmitt, Christian Mauch, Sebastian Billaudelle, Andreas Grübl, Maurice Güttler, Dan Husmann, Joscha Ilmberger, Sebastian Jeltsch, Jakob Kaiser, Johann Klähn, Mitja Kleider, Christoph Koke, José Montes, Paul Müller, Johannes Partzsch, Felix Passenberg, Hartmut Schmidt, Bernhard Vogginger, Jonas Weidner, Christian Mayr, Johannes Schemmel
2021 J jnl
BrainScaleS: Greater Versatility for Neuromorphic Emulation.
ERCIM News
Andreas Baumbach, Sebastian Billaudelle, Virginie Sabado, Mihai A. Petrovici
2021 J jnl
Demonstrating Analog Inference on the BrainScaleS-2 Mobile System.
CoRR
Yannik Stradmann, Sebastian Billaudelle, Oliver Breitwieser, Falk Leonard Ebert, Arne Emmel, Dan Husmann de Oliveira, Joscha Ilmberger, Eric Müller, Philipp Spilger, Johannes Weis, Johannes Schemmel
2021 J jnl
Fast and energy-efficient neuromorphic deep learning with first-spike times.
Nat. Mach. Intell.
Julian Göltz, Laura Kriener, Andreas Baumbach, Sebastian Billaudelle, Oliver Breitwieser, Benjamin Cramer, Dominik Dold, Ákos F. Kungl, Walter Senn, Johannes Schemmel, Karlheinz Meier, Mihai A. Petrovici
2021 J jnl
Structural plasticity on an accelerated analog neuromorphic hardware system.
Neural Networks
Sebastian Billaudelle, Benjamin Cramer, Mihai A. Petrovici, Korbinian Schreiber, David Kappel, Johannes Schemmel, Karlheinz Meier
2020 J jnl
Accelerated Analog Neuromorphic Computing.
CoRR
Johannes Schemmel, Sebastian Billaudelle, Philipp Dauer, Johannes Weis
2020 J jnl
Correction to: Verification and Design Methods for the BrainScaleS Neuromorphic Hardware System.
J. Signal Process. Syst.
Andreas Grübl, Sebastian Billaudelle, Benjamin Cramer, Vitali Karasenko, Johannes Schemmel
2020 — conf
Fast and deep neuromorphic learning with first-spike coding.
NICE
Julian Göltz, Andreas Baumbach, Sebastian Billaudelle, Ákos F. Kungl, Oliver Breitwieser, Karlheinz Meier, Johannes Schemmel, Laura Kriener, Mihai A. Petrovici
2020 — conf
Inference with Artificial Neural Networks on Analog Neuromorphic Hardware.
IoT Streams/ITEM@PKDD/ECML
Johannes Weis, Philipp Spilger, Sebastian Billaudelle, Yannik Stradmann, Arne Emmel, Eric Müller, Oliver Breitwieser, Andreas Grübl, Joscha Ilmberger, Vitali Karasenko, Mitja Kleider, Christian Mauch, Korbinian Schreiber, Johannes Schemmel
2020 J jnl
Inference with Artificial Neural Networks on Analog Neuromorphic Hardware.
CoRR
Johannes Weis, Philipp Spilger, Sebastian Billaudelle, Yannik Stradmann, Arne Emmel, Eric Müller, Oliver Breitwieser, Andreas Grübl, Joscha Ilmberger, Vitali Karasenko, Mitja Kleider, Christian Mauch, Korbinian Schreiber, Johannes Schemmel
2020 C conf
Live Demonstration: Versatile Emulation of Spiking Neural Networks on an Accelerated Neuromorphic Substrate.
ISCAS
Sebastian Billaudelle, Yannik Stradmann, Korbinian Schreiber, Benjamin Cramer, Andreas Baumbach, Dominik Dold, Julian Göltz, Ákos Ferenc Kungl, Timo C. Wunderlich, Andreas Hartel, Eric Müller, Oliver Breitwieser, Christian Mauch, Mitja Kleider, Andreas Grübl, David Stöckel, Christian Pehle, Arthur Heimbrecht, Philipp Spilger, Gerd Kiene, Vitali Karasenko, Walter Senn, Mihai A. Petrovici, Johannes Schemmel, Karlheinz Meier
2020 J jnl
Spiking neuromorphic chip learns entangled quantum states.
CoRR
Stefanie Czischek, Andreas Baumbach, Sebastian Billaudelle, Benjamin Cramer, Lukas Kades, Jan M. Pawlowski, Markus K. Oberthaler, Johannes Schemmel, Mihai A. Petrovici, Thomas Gasenzer, Martin Gärttner
2020 J jnl
The Operating System of the Neuromorphic BrainScaleS-1 System.
CoRR
Eric Müller, Sebastian Schmitt, Christian Mauch, Sebastian Billaudelle, Andreas Grübl, Maurice Güttler, Dan Husmann de Oliveira, Joscha Ilmberger, Sebastian Jeltsch, Jakob Kaiser, Johann Klähn, Mitja Kleider, Christoph Koke, José Montes, Paul Müller, Johannes Partzsch, Felix Passenberg, Hartmut Schmidt, Bernhard Vogginger, Jonas Weidner, Christian Mayr, Johannes Schemmel
2020 J jnl
Training spiking multi-layer networks with surrogate gradients on an analog neuromorphic substrate.
CoRR
Benjamin Cramer, Sebastian Billaudelle, Simeon Kanya, Aron Leibfried, Andreas Grübl, Vitali Karasenko, Christian Pehle, Korbinian Schreiber, Yannik Stradmann, Johannes Weis, Johannes Schemmel, Friedemann Zenke
2020 J jnl
Verification and Design Methods for the BrainScaleS Neuromorphic Hardware System.
CoRR
Andreas Grübl, Sebastian Billaudelle, Benjamin Cramer, Vitali Karasenko, Johannes Schemmel
2020 J jnl
Verification and Design Methods for the BrainScaleS Neuromorphic Hardware System.
J. Signal Process. Syst.
Andreas Grübl, Sebastian Billaudelle, Benjamin Cramer, Vitali Karasenko, Johannes Schemmel
2020 C conf
Versatile Emulation of Spiking Neural Networks on an Accelerated Neuromorphic Substrate.
ISCAS
Sebastian Billaudelle, Yannik Stradmann, Korbinian Schreiber, Benjamin Cramer, Andreas Baumbach, Dominik Dold, Julian Göltz, Ákos Ferenc Kungl, Timo C. Wunderlich, Andreas Hartel, Eric Müller, Oliver Breitwieser, Christian Mauch, Mitja Kleider, Andreas Grübl, David Stöckel, Christian Pehle, Arthur Heimbrecht, Philipp Spilger, Gerd Kiene, Vitali Karasenko, Walter Senn, Mihai A. Petrovici, Johannes Schemmel, Karlheinz Meier
2020 — conf
hxtorch: PyTorch for BrainScaleS-2 - Perceptrons on Analog Neuromorphic Hardware.
IoT Streams/ITEM@PKDD/ECML
Philipp Spilger, Eric Müller, Arne Emmel, Aron Leibfried, Christian Mauch, Christian Pehle, Johannes Weis, Oliver Breitwieser, Sebastian Billaudelle, Sebastian Schmitt, Timo C. Wunderlich, Yannik Stradmann, Johannes Schemmel
2020 J jnl
hxtorch: PyTorch for BrainScaleS-2 - Perceptrons on Analog Neuromorphic Hardware.
CoRR
Philipp Spilger, Eric Müller, Arne Emmel, Aron Leibfried, Christian Mauch, Christian Pehle, Johannes Weis, Oliver Breitwieser, Sebastian Billaudelle, Sebastian Schmitt, Timo C. Wunderlich, Yannik Stradmann, Johannes Schemmel
2019 J jnl
Fast and deep neuromorphic learning with time-to-first-spike coding.
CoRR
Julian Göltz, Andreas Baumbach, Sebastian Billaudelle, Oliver Breitwieser, Dominik Dold, Laura Kriener, Ákos Ferenc Kungl, Walter Senn, Johannes Schemmel, Karlheinz Meier, Mihai A. Petrovici
2019 J jnl
Structural plasticity on an accelerated analog neuromorphic hardware system.
CoRR
Sebastian Billaudelle, Benjamin Cramer, Mihai A. Petrovici, Korbinian Schreiber, David Kappel, Johannes Schemmel, Karlheinz Meier
2019 J jnl
Versatile emulation of spiking neural networks on an accelerated neuromorphic substrate.
CoRR
Sebastian Billaudelle, Yannik Stradmann, Korbinian Schreiber, Benjamin Cramer, Andreas Baumbach, Dominik Dold, Julian Göltz, Ákos F. Kungl, Timo C. Wunderlich, Andreas Hartel, Eric Müller, Oliver Breitwieser, Christian Mauch, Mitja Kleider, Andreas Grübl, David Stöckel, Christian Pehle, Arthur Heimbrecht, Philipp Spilger, Gerd Kiene, Vitali Karasenko, Walter Senn, Mihai A. Petrovici, Johannes Schemmel, Karlheinz Meier
2018 J jnl
Demonstrating Advantages of Neuromorphic Computation: A Pilot Study.
CoRR
Timo Wunderlich, Ákos F. Kungl, Eric Müller, Andreas Hartel, Yannik Stradmann, Syed Ahmed Aamir, Andreas Grübl, Arthur Heimbrecht, Korbinian Schreiber, David Stöckel, Christian Pehle, Sebastian Billaudelle, Gerd Kiene, Christian Mauch, Johannes Schemmel, Karlheinz Meier, Mihai A. Petrovici
2015 J jnl
Porting HTM Models to the Heidelberg Neuromorphic Computing Platform.
CoRR
Sebastian Billaudelle, Subutai Ahmad