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)

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)

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)

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)

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)

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