Simulation-based inference for model parameterization on analog neuromorphic hardware

The BrainScaleS-2 (BSS-2) system implements physical models of neurons as well as synapses and aims for an energy-efficient and fast emulation of biological neurons. When replicating neuroscientific experiments on BSS-2, a major challenge is finding suitable model parameters. This study investigates...

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Bibliographic Details
Published in:	Neuromorphic Computing and Engineering
Main Authors:	Jakob Kaiser, Raphael Stock, Eric Müller, Johannes Schemmel, Sebastian Schmitt
Format:	Article
Language:	English
Published:	IOP Publishing 2023-01-01
Subjects:	analog neuromorphic simulation-based inference multi-compartment
Online Access:	https://doi.org/10.1088/2634-4386/ad046d

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