Scalable network emulation on analog neuromorphic hardware

Scalable network emulation on analog neuromorphic hardware

We present a novel software feature for the BrainScaleS-2 accelerated neuromorphic platform that facilitates the partitioned emulation of large-scale spiking neural networks. This approach is well suited for deep spiking neural networks and allows for sequential model emulation on undersized neuromo...

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Bibliographic Details
Main Authors: Elias Arnold, Philipp Spilger, Jan V. Straub, Eric Müller, Dominik Dold, Gabriele Meoni, Johannes Schemmel
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-02-01
Series:Frontiers in Neuroscience
Subjects:
modeling
neuromorphic
spiking neural networks
virtualization
accelerator abstraction
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2024.1523331/full
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