Porting HTM Models to the Heidelberg Neuromorphic Computing Platform. - Sebastian Billaudelle; Subutai Ahmad (CoRR, 2015)

Demonstrating Advantages of Neuromorphic Computation: A Pilot Study. - Timo Wunderlich; Ákos F. Kungl; Eric Müller 001; Andreas Hartel; Yannik Stradmann; Syed Ahmed Aamir; Andreas Grübl; Arthur Heimbrecht; Korbinian Schreiber; David Stöckel; Christian Pehle; Sebastian Billaudelle; et al. (CoRR, 2018)

Fast and deep neuromorphic learning with time-to-first-spike coding. - Julian Göltz; Andreas Baumbach; Sebastian Billaudelle; Oliver Breitwieser; Dominik Dold; Laura Kriener; Ákos Ferenc Kungl; Walter Senn; Johannes Schemmel; Karlheinz Meier; Mihai A. Petrovici (CoRR, 2019)

Versatile Emulation of Spiking Neural Networks on an Accelerated Neuromorphic Substrate. - Sebastian Billaudelle; Yannik Stradmann; Korbinian Schreiber; Benjamin Cramer; Andreas Baumbach; Dominik Dold; Julian Göltz; Ákos Ferenc Kungl; Timo C. Wunderlich; Andreas Hartel; Eric Müller 001; Oliver Breitwieser; et al. (ISCAS, 2020)

Live Demonstration: Versatile Emulation of Spiking Neural Networks on an Accelerated Neuromorphic Substrate. - Sebastian Billaudelle; Yannik Stradmann; Korbinian Schreiber; Benjamin Cramer; Andreas Baumbach; Dominik Dold; Julian Göltz; Ákos Ferenc Kungl; Timo C. Wunderlich; Andreas Hartel; Eric Müller 001; Oliver Breitwieser; et al. (ISCAS, 2020)

Fast and deep neuromorphic learning with first-spike coding. - Julian Göltz; Andreas Baumbach; Sebastian Billaudelle; Ákos F. Kungl; Oliver Breitwieser; Karlheinz Meier; Johannes Schemmel; Laura Kriener; Mihai A. Petrovici (NICE, 2020)

hxtorch: PyTorch for BrainScaleS-2 - Perceptrons on Analog Neuromorphic Hardware. - Philipp Spilger; Eric Müller 001; Arne Emmel; Aron Leibfried; Christian Mauch; Christian Pehle; Johannes Weis; Oliver Breitwieser; Sebastian Billaudelle; Sebastian Schmitt; Timo C. Wunderlich; Yannik Stradmann; et al. (IoT Streams/ITEM@PKDD/ECML, 2020)

Inference with Artificial Neural Networks on Analog Neuromorphic Hardware. - Johannes Weis; Philipp Spilger; Sebastian Billaudelle; Yannik Stradmann; Arne Emmel; Eric Müller 001; Oliver Breitwieser; Andreas Grübl; Joscha Ilmberger; Vitali Karasenko; Mitja Kleider; Christian Mauch; et al. (IoT Streams/ITEM@PKDD/ECML, 2020)

Accelerated Analog Neuromorphic Computing. - Johannes Schemmel; Sebastian Billaudelle; Philipp Dauer; Johannes Weis (CoRR, 2020)

Training spiking multi-layer networks with surrogate gradients on an analog neuromorphic substrate. - Benjamin Cramer; Sebastian Billaudelle; Simeon Kanya; Aron Leibfried; Andreas Grübl; Vitali Karasenko; Christian Pehle; Korbinian Schreiber; Yannik Stradmann; Johannes Weis; Johannes Schemmel; Friedemann Zenke (CoRR, 2020)

Spiking neuromorphic chip learns entangled quantum states. - 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 (CoRR, 2020)

Verification and Design Methods for the BrainScaleS Neuromorphic Hardware System. - Andreas Grübl; Sebastian Billaudelle; Benjamin Cramer; Vitali Karasenko; Johannes Schemmel (J. Signal Process. Syst., 2020)

Correction to: Verification and Design Methods for the BrainScaleS Neuromorphic Hardware System. - Andreas Grübl; Sebastian Billaudelle; Benjamin Cramer; Vitali Karasenko; Johannes Schemmel (J. Signal Process. Syst., 2020)

BrainScaleS: Greater Versatility for Neuromorphic Emulation. - Andreas Baumbach; Sebastian Billaudelle; Virginie Sabado; Mihai A. Petrovici (ERCIM News, 2021)

Fast and energy-efficient neuromorphic deep learning with first-spike times. - 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 (Nat. Mach. Intell., 2021)

Structural plasticity on an accelerated analog neuromorphic hardware system. - Sebastian Billaudelle; Benjamin Cramer; Mihai A. Petrovici; Korbinian Schreiber; David Kappel; Johannes Schemmel; Karlheinz Meier (Neural Networks, 2021)

An accurate and flexible analog emulation of AdEx neuron dynamics in silicon. - Sebastian Billaudelle; Johannes Weis; Philipp Dauer; Johannes Schemmel (ICECS 2022, 2022)

The BrainScaleS-2 accelerated neuromorphic system with hybrid plasticity. - Christian Pehle; Sebastian Billaudelle; Benjamin Cramer; Jakob Kaiser; Korbinian Schreiber; Yannik Stradmann; Johannes Weis; Aron Leibfried; Eric Müller 001; Johannes Schemmel (CoRR, 2022)

A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware. - Eric Müller 001; Elias Arnold; Oliver Breitwieser; Milena Czierlinski; Arne Emmel; Jakob Kaiser; Christian Mauch; Sebastian Schmitt; Philipp Spilger; Raphael Stock; Yannik Stradmann; Johannes Weis; et al. (CoRR, 2022)

The operating system of the neuromorphic BrainScaleS-1 system. - Eric Müller 001; Sebastian Schmitt; Christian Mauch; Sebastian Billaudelle; Andreas Grübl; Maurice Güttler; Dan Husmann; Joscha Ilmberger; Sebastian Jeltsch; Jakob Kaiser; Johann Klähn; Mitja Kleider; et al. (Neurocomputing, 2022)

Demonstrating Analog Inference on the BrainScaleS-2 Mobile System. - Yannik Stradmann; Sebastian Billaudelle; Oliver Breitwieser; Falk Leonard Ebert; Arne Emmel; Dan Husmann; Joscha Ilmberger; Eric Müller 001; Philipp Spilger; Johannes Weis; Johannes Schemmel (IEEE Open J. Circuits Syst., 2022)

Surrogate gradients for analog neuromorphic computing. - Benjamin Cramer; Sebastian Billaudelle; Simeon Kanya; Aron Leibfried; Andreas Grübl; Vitali Karasenko; Christian Pehle; Korbinian Schreiber; Yannik Stradmann; Johannes Weis; Johannes Schemmel; Friedemann Zenke (Proc. Natl. Acad. Sci. USA, 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)

A flexible column parallel successive-approximation ADC for hybrid neuromorphic computing. - Philipp Dauer; Milena Czierlinski; Sebastian Billaudelle; Andreas Grübl; Johannes Schemmel (PRIME, 2023)

Gradient-based methods for spiking physical systems. - Julian Göltz; Sebastian Billaudelle; Laura Kriener; Luca Blessing; Christian Pehle; Eric Müller 001; Johannes Schemmel; Mihai A. Petrovici (CoRR, 2023)

Emulating insect brains for neuromorphic navigation. - Korbinian Schreiber; Timo Wunderlich; Philipp Spilger; Sebastian Billaudelle; Benjamin Cramer; Yannik Stradmann; Christian Pehle; Eric Müller 001; Mihai A. Petrovici; Johannes Schemmel; Karlheinz Meier (CoRR, 2024)

Lu.i - A low-cost electronic neuron for education and outreach. - Yannik Stradmann; Julian Göltz; Mihai A. Petrovici; Johannes Schemmel; Sebastian Billaudelle (CoRR, 2024)

Qualitative switches in single-neuron spike dynamics on neuromorphic hardware: implementation, impact on network synchronization and relevance for plasticity. - Liz Weerdmeester; Nelson Niemeyer; Paul Pfeiffer; Sebastian Billaudelle; Johannes Schemmel; Jan-Hendrik Schleimer; Susanne Schreiber (Neuromorph. Comput. Eng., 2024)

Multi-timescale synaptic plasticity on analog neuromorphic hardware. - Amani Atoui; Jakob Kaiser; Sebastian Billaudelle; Philipp Spilger; Eric Müller 001; Jannik Luboeinski; Christian Tetzlaff; Johannes Schemmel (NICE, 2025)

MINIMALIST: switched-capacitor circuits for efficient in-memory computation of gated recurrent units. - Sebastian Billaudelle; Laura Kriener; Filippo Moro; Tristan Torchet; Melika Payvand (CoRR, 2025)