Comparison between Frame-Constrained Fix-Pixel-Value and Frame-Free Spiking-Dynamic-Pixel ConvNets for Visual Processing

Most scene segmentation and categorization architectures for the extraction of features in images and patches make exhaustive use of 2D convolution operations for template matching, template search, and denoising. Convolutional Neural Networks (ConvNets) are one example of such architectures that ca...

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Detalhes bibliográficos
Main Authors: Farabet, Clément, Paz, Rafael, Pérez-Carrasco, Jose, Zamarreño-Ramos, Carlos, Linares-Barranco, Alejandro, LeCun, Yann, Culurciello, Eugenio, Serrano-Gotarredona, Teresa, Linares-Barranco, Bernabe
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Research Foundation 2012
Assuntos:
Neuroscience
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3324817/
https://ncbi.nlm.nih.gov/pubmed/22518097
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2012.00032
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