Title
Emulating insect brains for neuromorphic navigation Korbinian Schreiber Timo C. Wunderlich Philipp Spilger Sebastian Billaudelle Benjamin Cramer ... Christian Pehle Eric Müller Mihai A. Petrovici Johannes Schemmel Karlheinz Meier 22 0 0 31 Dec 2023
Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey Gabriele Lagani Fabrizio Falchi Claudio Gennaro Giuseppe Amato AAML 43 6 0 30 Jul 2023
An accurate and flexible analog emulation of AdEx neuron dynamics in silicon Sebastian Billaudelle Johannes Weis Philipp Dauer Johannes Schemmel 24 10 0 19 Sep 2022
Demonstrating BrainScaleS-2 Inter-Chip Pulse-Communication using EXTOLL Tobias Thommes Sven Bordukat Andreas Grübl V. Karasenko Eric Müller Johannes Schemmel 25 3 0 24 Feb 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 Johannes Schemmel 19 127 0 26 Jan 2022
Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons Paul Haider B. Ellenberger Laura Kriener Jakob Jordan Walter Senn Mihai A. Petrovici 21 24 0 27 Oct 2021
An energy-based model for neuro-symbolic reasoning on knowledge graphs Dominik Dold J. Garrido AI4CE 30 8 0 04 Oct 2021
Variational learning of quantum ground states on spiking neuromorphic hardware Robert Klassert A. Baumbach Mihai A. Petrovici M. Gärttner 28 7 0 30 Sep 2021
Learning through structure: towards deep neuromorphic knowledge graph embeddings Victor Caceres Chian Marcel Hildebrandt Thomas Runkler Dominik Dold GNN 16 7 0 21 Sep 2021
Demonstrating Analog Inference on the BrainScaleS-2 Mobile System Yannik Stradmann Sebastian Billaudelle O. Breitwieser F. Ebert Arne Emmel ... Joscha Ilmberger Eric Müller Philipp Spilger Johannes Weis Johannes Schemmel 33 12 0 29 Mar 2021
The Yin-Yang dataset Laura Kriener Julian Goltz Mihai A. Petrovici 3DH 35 19 0 16 Feb 2021
Event-Based Backpropagation can compute Exact Gradients for Spiking Neural Networks Timo C. Wunderlich Christian Pehle 28 117 0 17 Sep 2020
Spiking neuromorphic chip learns entangled quantum states Stefanie Czischek A. Baumbach Sebastian Billaudelle Benjamin Cramer Lukas Kades ... M. Oberthaler Johannes Schemmel Mihai A. Petrovici T. Gasenzer M. Gärttner 44 12 0 03 Aug 2020
Surrogate gradients for analog neuromorphic computing Benjamin Cramer Sebastian Billaudelle Simeon Kanya Aron Leibfried Andreas Grubl ... Korbinian Schreiber Yannik Stradmann Johannes Weis Johannes Schemmel Friedemann Zenke 24 106 0 12 Jun 2020
Extending BrainScaleS OS for BrainScaleS-2 Eric Müller Christian Mauch Philipp Spilger O. Breitwieser Johann Klähn David Stöckel Timo C. Wunderlich Johannes Schemmel 29 24 0 30 Mar 2020
Fast and energy-efficient neuromorphic deep learning with first-spike times Julian Goltz Laura Kriener A. Baumbach Sebastian Billaudelle O. Breitwieser ... Á. F. Kungl Walter Senn Johannes Schemmel K. Meier Mihai A. Petrovici 35 126 0 24 Dec 2019