Control of criticality and computation in spiking neuromorphic networks with plasticity. - Benjamin Cramer; David Stöckel; Markus Kreft; Johannes Schemmel; Karlheinz Meier; Viola Priesemann (CoRR, 2019)

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)

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)

Spiking neuromorphic chip learns entangled quantum states. - Stefanie Czischek; Andreas Baumbach; Sebastian Billaudelle; Benjamin Cramer; Lukas Kades; Jan M. Pawlowski; Markus K. Oberthaler; Johannes Schemmel; Mihai A. Petrovici; Thomas Gasenzer; Martin Gärttner (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)

Fast and energy-efficient neuromorphic deep learning with first-spike times. - Julian Göltz; Laura Kriener; Andreas Baumbach; Sebastian Billaudelle; Oliver Breitwieser; Benjamin Cramer; Dominik Dold; Ákos F. Kungl; Walter Senn; Johannes Schemmel; Karlheinz Meier; Mihai A. Petrovici (Nat. Mach. Intell., 2021)

Structural plasticity on an accelerated analog neuromorphic hardware system. - Sebastian Billaudelle; Benjamin Cramer; Mihai A. Petrovici; Korbinian Schreiber; David Kappel; Johannes Schemmel; Karlheinz Meier (Neural Networks, 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)

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)

Optimizing Spiking Neuromorphic Networks for Information Processing. - Benjamin Cramer (2022)

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

Auditory Anomaly Detection using Recurrent Spiking Neural Networks. - Shreya Kshirasagar; Benjamin Cramer; Andre Guntoro; Christian Mayr 001 (AICAS, 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)

Signatures of hierarchical temporal processing in the mouse visual system. - Lucas Rudelt; Daniel González Marx; F. Paul Spitzner; Benjamin Cramer; Johannes Zierenberg; Viola Priesemann (PLoS Comput. Biol., 2024)