A Mixed-Signal Structured AdEx Neuron for Accelerated Neuromorphic Cores. - Syed Ahmed Aamir; Paul Müller 002; Gerd Kiene; Laura Kriener; Yannik Stradmann; Johannes Schemmel; Karlheinz Meier (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)

A Mixed-Signal Structured AdEx Neuron for Accelerated Neuromorphic Cores. - Syed Ahmed Aamir; Paul Müller 002; Gerd Kiene; Laura Kriener; Yannik Stradmann; Andreas Grübl; Johannes Schemmel; Karlheinz Meier (IEEE Trans. Biomed. Circuits Syst., 2018)

An Accelerated LIF Neuronal Network Array for a Large-Scale Mixed-Signal Neuromorphic Architecture. - Syed Ahmed Aamir; Yannik Stradmann; Paul Müller 002; Christian Pehle; Andreas Hartel; Andreas Grübl; Johannes Schemmel; Karlheinz Meier (IEEE Trans. Circuits Syst. I Regul. Pap., 2018)

The Heidelberg spiking datasets for the systematic evaluation of spiking neural networks. - Benjamin Cramer; Yannik Stradmann; Johannes Schemmel; Friedemann Zenke (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)

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)

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)

Towards Addressing Noise and Static Variations of Analog Computations Using Efficient Retraining. - Bernhard Klein; Lisa Kuhn; Johannes Weis; Arne Emmel; Yannik Stradmann; Johannes Schemmel; Holger Fröning (PKDD/ECML Workshops (1), 2021)

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)

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)

The Heidelberg Spiking Data Sets for the Systematic Evaluation of Spiking Neural Networks. - Benjamin Cramer; Yannik Stradmann; Johannes Schemmel; Friedemann Zenke (IEEE Trans. Neural Networks Learn. Syst., 2022)

Heidelberg Spiking Datasets. - Benjamin Cramer; Yannik Stradmann; Johannes Schemmel; Friedemann Zenke (IEEE DataPort, 2022)

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)

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