Jahr | 2020 |
Autor(en) | Eric Müller, Christian Mauch, Philipp Spilger, Oliver Julien Breitwieser, Johann Klähn, David Stöckel, Timo C. Wunderlich, Johannes Schemmel |
Titel | Extending BrainScaleS OS for BrainScaleS-2 |
KIP-Nummer | HD-KIP 20-33 |
KIP-Gruppe(n) | F9 |
Dokumentart | Paper |
Quelle | https://arxiv.org/abs/2003.13750 |
Abstract (en) | BrainScaleS-2 is a mixed-signal accelerated neuromorphic system targeted for research in the fields of computational neuroscience and beyond-von-Neumann computing. To augment its flexibility, the analog neural network core is accompanied by an embedded SIMD microprocessor. The BrainScaleS Operating System (BrainScaleS OS) is a software stack designed for the user-friendly operation of the BrainScaleS architectures. We present and walk through the software-architectural enhancements that were introduced for the BrainScaleS-2 architecture. Finally, using a second-version BrainScaleS-2 prototype we demonstrate its application in an example experiment based on spike-based expectation maximization. |
Datei | |
URL | arXiv pre-print |