Establishing a novel modeling tool: a python-based interface for a neuromorphic hardware system. - Daniel Brüderle; Eric Müller 001; Andrew P. Davison; Eilif B. Müller; Johannes Schemmel; Karlheinz Meier (Frontiers Neuroinformatics, 2009)

A Software Framework for Mapping Neural Networks to a Wafer-scale Neuromorphic Hardware System. - Matthias Ehrlich; Karsten Wendt; Lukas Zühl; René Schüffny; Daniel Brüderle; Eric Müller 001; Bernhard Vogginger (ANNIIP, 2010)

Live demonstration: Simulator-like exploration of cortical network architectures with a mixed-signal VLSI system. - Daniel Brüderle; Johannes Bill; Bernhard Kaplan; Jens Kremkow; Karlheinz Meier; Eric Müller 001; Johannes Schemmel (ISCAS, 2010)

Simulator-like exploration of cortical network architectures with a mixed-signal VLSI system. - Daniel Brüderle; Johannes Bill; Bernhard Kaplan; Jens Kremkow; Karlheinz Meier; Eric Müller 001; Johannes Schemmel (ISCAS, 2010)

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 Millner; Andreas Grübl; Karsten Wendt; Eric Müller 001; Marc-Olivier Schwartz; Dan Husmann de Oliveira; Sebastian Jeltsch; et al. (Biol. Cybern., 2011)

Novel operation modes of accelerated neuromorphic hardware. - Eric Christian Müller (2014)

Neuromorphic hardware in the loop: Training a deep spiking network on the BrainScaleS wafer-scale system. - Sebastian Schmitt; Johann Klähn; Guillaume Bellec; Andreas Grübl; Maurice Güttler; Andreas Hartel; Stephan Hartmann 002; Dan Husmann de Oliveira; Kai Husmann; Sebastian Jeltsch; Vitali Karasenko; Mitja Kleider; et al. (IJCNN, 2017)

Pattern representation and recognition with accelerated analog neuromorphic systems. - Mihai A. Petrovici; Sebastian Schmitt; Johann Klähn; Robert D. St. Louis; Anna Schroeder; Guillaume Bellec; Johannes Bill; Oliver Breitwieser; Ilja Bytschok; Andreas Grübl; Maurice Güttler; Andreas Hartel; et al. (ISCAS, 2017)

Neuromorphic Hardware In The Loop: Training a Deep Spiking Network on the BrainScaleS Wafer-Scale System. - Sebastian Schmitt; Johann Klaehn; Guillaume Bellec; Andreas Grübl; Maurice Guettler; Andreas Hartel; Stephan Hartmann 002; Dan Husmann de Oliveira; Kai Husmann; Vitali Karasenko; Mitja Kleider; Christoph Koke; et al. (CoRR, 2017)

Generative models on accelerated neuromorphic hardware. - Ákos F. Kungl; Sebastian Schmitt; Johann Klähn; Paul Müller 002; Andreas Baumbach; Dominik Dold; Alexander Kugele; Nico Gürtler; Luziwei Leng; Eric Müller 001; Christoph Koke; Mitja Kleider; et al. (CoRR, 2018)

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)

Code Generation in Computational Neuroscience: A Review of Tools and Techniques. - Inga Blundell; Romain Brette; Thomas A. Cleland; Thomas G. Close; Daniel Coca; Andrew P. Davison; Sandra Diaz-Pier; Carlos Fernandez Musoles; Padraig Gleeson; Dan F. M. Goodman; Michael L. Hines; Michael W. Hopkins; et al. (Frontiers Neuroinformatics, 2018)

Brain-Inspired Hardware for Artificial Intelligence: Accelerated Learning in a Physical-Model Spiking Neural Network. - Timo Wunderlich; Ákos F. Kungl; Eric Müller 001; Johannes Schemmel; Mihai A. Petrovici (ICANN (1), 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)

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)

Extending BrainScaleS OS for BrainScaleS-2. - Eric Müller 001; Christian Mauch; Philipp Spilger; Oliver Julien Breitwieser; Johann Klähn; David Stöckel; Timo Wunderlich; Johannes Schemmel (CoRR, 2020)

BrainScaleS Large Scale Spike Communication using Extoll. - Tobias Thommes; Niels Buwen; Andreas Grübl; Eric Müller 001; Ulrich Brüning 001; Johannes Schemmel (CoRR, 2021)

Demonstrating BrainScaleS-2 Inter-Chip Pulse-Communication using EXTOLL. - Tobias Thommes; Sven Bordukat; Andreas Grübl; Vitali Karasenko; Eric Müller 001; Johannes Schemmel (NICE, 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)

Spiking Neural Network Equalization for IM/DD Optical Communication. - Elias Arnold; Georg Böcherer; Eric Müller 001; Philipp Spilger; Johannes Schemmel; Stefano Calabrò; Maxim Kuschnerov (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)

hxtorch.snn: Machine-learning-inspired Spiking Neural Network Modeling on BrainScaleS-2. - Philipp Spilger; Elias Arnold; Luca Blessing; Christian Mauch; Christian Pehle; Eric Müller 001; Johannes Schemmel (NICE, 2023)

Event-based Backpropagation for Analog Neuromorphic Hardware. - Christian Pehle; Luca Blessing; Elias Arnold; Eric Müller 001; Johannes Schemmel (CoRR, 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)

Parametrizing Analog Multi-Compartment Neurons with Genetic Algorithms [Data]. - Raphael Stock; Jakob Kaiser; Eric Müller 001; Johannes Schemmel; Sebastian Schmitt (heiDATA, 2023)

Simulation-based Inference for Model Parameterization on Analog Neuromorphic Hardware [data]. - Jakob Kaiser; Raphael Stock; Eric Müller 001; Johannes Schemmel; Sebastian Schmitt (heiDATA, 2023)

From clean room to machine room: commissioning of the first-generation BrainScaleS wafer-scale neuromorphic system. - Hartmut Schmidt; José Montes; Andreas Grübl; Maurice Güttler; Dan Husmann; Joscha Ilmberger; Jakob Kaiser; Christian Mauch; Eric Müller 001; Lars Sterzenbach; Johannes Schemmel; Sebastian Schmitt (Neuromorph. Comput. Eng., 2023)

Simulation-based Inference for Model Parameterization on Analog Neuromorphic Hardware [data]. - Jakob Kaiser; Raphael Stock; Eric Müller 001; Johannes Schemmel; Sebastian Schmitt (heiDATA, 2023)

Simulation-based inference for model parameterization on analog neuromorphic hardware. - Jakob Kaiser; Raphael Stock; Eric Müller 001; Johannes Schemmel; Sebastian Schmitt (Neuromorph. Comput. Eng., 2023)

Sequence Learning with Analog Neuromorphic Multi-Compartment Neurons and On-Chip Structural STDP. - Robin Dietrich; Philipp Spilger; Eric Müller 001; Johannes Schemmel; Alois C. Knoll (LOD (3), 2024)

jaxsnn: Event-driven Gradient Estimation for Analog Neuromorphic Hardware. - Eric Müller 001; Moritz Althaus; Elias Arnold; Philipp Spilger; Christian Pehle; Johannes Schemmel (NICE, 2024)

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)

Towards Large-scale Network Emulation on Analog Neuromorphic Hardware. - Elias Arnold; Philipp Spilger; Jan V. Straub; Eric Müller 001; Dominik Dold; Gabriele Meoni; Johannes Schemmel (CoRR, 2024)

Reproduction of AdEx dynamics on neuromorphic hardware through data embedding and simulation-based inference. - Jakob Huhle; Jakob Kaiser; Eric Müller 001; Johannes Schemmel (CoRR, 2024)

Parametrizing Analog Multi-Compartment Neurons with Genetic Algorithms [Data]. - Raphael Stock; Jakob Kaiser; Eric Müller 001; Johannes Schemmel; Sebastian Schmitt (heiDATA, 2024)

Live Demonstration: Event-based Learning in Spiking Networks on Analog Hardware using JAX. - Elias Arnold; Eric Müller 001; Johannes Schemmel (ISCAS, 2025)

Short-reach Optical Communications: A Real-world Task for Neuromorphic Hardware. - Elias Arnold; Eike-Manuel Edelmann; Alexander von Bank; Eric Müller 001; Laurent Schmalen; Johannes Schemmel (NICE, 2025)

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)

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware. - Hartmut Schmidt; Andreas Grübl; José Montes; Eric Müller 001; Sebastian Schmitt; Johannes Schemmel (NICE, 2025)

Integrating programmable plasticity in experiment descriptions for analog neuromorphic hardware. - Philipp Spilger; Eric Müller 001; Johannes Schemmel (NICE, 2025)

Constructive community race: full-density spiking neural network model drives neuromorphic computing. - Johanna Senk; Anno Christopher Kurth; Steve B. Furber; Tobias Gemmeke; Bruno Golosio; Arne Heittmann; James C. Knight; Eric Müller 001; Tobias Noll; Thomas Nowotny; Gorka Peraza Coppola; Luca Peres; et al. (CoRR, 2025)

Sustainable operation of research infrastructure for novel computing. - Yannik Stradmann; Joscha Ilmberger; Eric Müller 001; Johannes Schemmel (CoRR, 2025)