Silicon Brains - Publications

 

75 Publications

BrainScaleS: Greater Versatility for Neuromorphic Emulation

Andreas Baumbach, Sebastian Billaudelle , Virginie Sabado and Mihai A. Petrovici

ERCIM News: Brain-inspired Computing 2021-04-01
Fast and Energy-efficient Deep Neuromorphic Learning

Julian Göltz, Laura Kriener, Virginie Sabado and Mihai A. Petrovici

ERCIM News: Brain-inspired Computing 2021-04-01
Building Brains

Steve Furber

ERCIM News: Brain-inspired Computing 2021-04-01
Demonstrating Analog Inference on theBrainScaleS-2 Mobile System

Yannik Stradmann, Sebastian Billaudelle, Oliver Breitwieser, Falk Leonard Ebert, Arne Emmel, Dan Husmann, Joscha Ilmberger, Eric Müller, Philipp Spilger, Johannes Weis, Johannes Schemmel

arXiv 2021-03-29
Cortical oscillations implement a backbone for sampling-based computation in spiking neural networks

Agnes Korcsak-Gorzo, Michael G. Müller, Andreas Baumbach, Luziwei Leng, Oliver Julien Breitwieser, Sacha J. van Albada, Walter Senn, Karlheinz Meier, Robert Legenstein, Mihai A. Petrovici

arXiv 2021-03-22
Mixed-Signal Neuromorphic Device HICANN-X

Johannes Schemmel

EUROPRACTICE Activity Report 2020-2021 2021-03-01
The effects of the general anesthetic sevoflurane on neurotransmission: an experimental and computational study

Jonathan Mapelli, Daniela Gandolfi, Enrico Giuliani, Stefano Casali, Luigi Congi, Alberto Barbieri, Egidio D’Angelo, Albertino Bigiani

Scientific Reports, Vol. 11, No. 1 2021-02-22
Stellate cell computational modeling predicts signal filtering in the molecular layer circuit of cerebellum

Martina Francesca Rizza, Francesca Locatelli, Stefano Masoli, Diana Sánchez-Ponce, Alberto Muñoz, Francesca Prestori, Egidio D’Angelo

Scientific Reports, Vol. 11, No. 1 2021-02-16
The Yin-Yang dataset

Laura Kriener, Julian Göltz, Mihai A. Petrovici

arXiv 2021-02-16
hxtorch: PyTorch for BrainScaleS-2

Philipp Spilger, Eric Müller, Arne Emmel, Aron Leibfried, Christian Mauch, Christian Pehle, Johannes Weis, Oliver Breitwieser, Sebastian Billaudelle, Sebastian Schmitt, Timo C. Wunderlich, Yannik Stradmann, Johannes Schemmel

Communications in Computer and Information Science 2021-01-10