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A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware

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 system, a hybrid accelerated neuromorphic hardwar...

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Wedi'i Gadw mewn:
Prif Awduron: Eric Müller, Elias Arnold, Oliver Breitwieser, Milena Czierlinski, Arne Emmel, Jakob Kaiser, Christian Mauch, Sebastian Schmitt, Philipp Spilger, Raphael Stock, Yannik Stradmann, Johannes Weis, Andreas Baumbach, Sebastian Billaudelle, Benjamin Cramer, Falk Ebert, Julian Göltz, Joscha Ilmberger, Vitali Karasenko, Mitja Kleider, Aron Leibfried, Christian Pehle, Johannes Schemmel
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Frontiers Media S.A. 2022-05-01
Cyfres:Frontiers in Neuroscience
Pynciau:
hardware abstraction
neuroscientific modeling
accelerator
analog computing
neuromorphic
embedded operation
Mynediad Ar-lein:https://www.frontiersin.org/articles/10.3389/fnins.2022.884128/full
Tagiau: Ychwanegu Tag
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