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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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Bibliografske podrobnosti
izdano v:Front Neurosci
Main Authors: Iyer, Laxmi R., Chua, Yansong, Li, Haizhou
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2021
Teme:
Online dostop: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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