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)

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

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)

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)

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)

Von Neumann bottlenecks in non-von Neumann computing architectures. - Vitali Karasenko (2020)

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

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)

Interdisciplinary and Collaborative Training in Neuroscience: Insights from the Human Brain Project Education Programme. - Alice Geminiani; Judith Kathrein; Alper Yegenoglu; Franziska Vogel; Marcelo Armendáriz; Ziv Ben-Zion; Petrut Antoniu Bogdan; Joana Covelo; Marissa Díaz Pier; Karin Grasenick; Vitali Karasenko; Wouter Klijn; et al. (Neuroinformatics, 2024)

Invited: How Automotive Functional Safety is Disrupting Digital Implementation. - Chuck J. Alpert; Vitali Karasenko; Connie O'Shea (ISPD, 2025)