Articles with "dimensional decomposition" as a keyword



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Speeded-up Convolution Neural Network for classification tasks using multiscale 2-dimensional decomposition

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Published in 2020 at "Neurocomputing"

DOI: 10.1016/j.neucom.2020.05.068

Abstract: Abstract In this paper, we propose a strategy for network simplification and acceleration. First, we propose to generate a suitable resized image using multiscale patching in the first convolutional layer, which can then be used… read more here.

Keywords: classification; using multiscale; network; dimensional decomposition ... See more keywords