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An Event-Driven Classifier for Spiking Neural Networks Fed with Synthetic or Dynamic Vision Sensor Data

This paper introduces a novel methodology for training an event-driven classifier within a Spiking Neural Network (SNN) System capable of yielding good classification results when using both synthetic input data and real data captured from Dynamic Vision Sensor (DVS) chips. The proposed supervised m...

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Detalhes bibliográficos
Publicado no:Front Neurosci
Main Authors: Stromatias, Evangelos, Soto, Miguel, Serrano-Gotarredona, Teresa, Linares-Barranco, Bernabé
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5487436/
https://ncbi.nlm.nih.gov/pubmed/28701911
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2017.00350
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