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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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
פורמט: Artigo
שפה:Inglês
יצא לאור: Frontiers Research Foundation 2012
נושאים:
Neuroscience
גישה מקוונת: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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