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)

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)

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)

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)