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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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Detalles Bibliográficos
Autores principales: Farabet, Clément, Paz, Rafael, Pérez-Carrasco, Jose, Zamarreño-Ramos, Carlos, Linares-Barranco, Alejandro, LeCun, Yann, Culurciello, Eugenio, Serrano-Gotarredona, Teresa, Linares-Barranco, Bernabe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Research Foundation 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3324817/
https://www.ncbi.nlm.nih.gov/pubmed/22518097
http://dx.doi.org/10.3389/fnins.2012.00032