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Is Neuromorphic MNIST Neuromorphic? Analyzing the Discriminative Power of Neuromorphic Datasets in the Time Domain

A major characteristic of spiking neural networks (SNNs) over conventional artificial neural networks (ANNs) is their ability to spike, enabling them to use spike timing for coding and efficient computing. In this paper, we assess if neuromorphic datasets recorded from static images are able to eval...

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Detalhes bibliográficos
Publicado no:Front Neurosci
Main Authors: Iyer, Laxmi R., Chua, Yansong, Li, Haizhou
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8027306/
https://ncbi.nlm.nih.gov/pubmed/33841072
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2021.608567
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