A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware

Autor: Müller, Eric, Arnold, Elias, Breitwieser, Oliver, Czierlinski, Milena, Emmel, Arne, Kaiser, Jakob, Mauch, Christian, Schmitt, Sebastian, Spilger, Philipp, Stock, Raphael, Stradmann, Yannik, Weis, Johannes, Baumbach, Andreas, Billaudelle, Sebastian, Cramer, Benjamin, Ebert, Falk, Göltz, Julian, Ilmberger, Joscha, Karasenko, Vitali, Kleider, Mitja, Leibfried, Aron, Pehle, Christian, Schemmel, Johannes

Neuromorphic systems open up opportunities to enlarge the explorative space for computational research. However, it is often challenging to unite efficiency and usability. This work presents the software aspects of this endeavor for the BrainScaleS-2

Externí odkaz: http://arxiv.org/abs/2203.11102

A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware.

Autor: Müller E; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany., Arnold E; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany., Breitwieser O; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany., Czierlinski M; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany., Emmel A; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany., Kaiser J; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany., Mauch C; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany., Schmitt S; Third Institute of Physics, University of Göttingen, Göttingen, Germany., Spilger P; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany., Stock R; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany., Stradmann Y; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany., Weis J; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany., Baumbach A; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany.; Department of Physiology, University of Bern, Bern, Switzerland., Billaudelle S; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany., Cramer B; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany., Ebert F; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany., Göltz J; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany.; Department of Physiology, University of Bern, Bern, Switzerland., Ilmberger J; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany., Karasenko V; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany., Kleider M; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany., Leibfried A; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany., Pehle C; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany., Schemmel J; Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany.

Publikováno v: Frontiers in neuroscience [Front Neurosci] 2022 May 18; Vol. 16, pp. 884128. Date of Electronic Publication: 2022 May 18 (Print Publication: 2022).