Morphological Convolutional Neural Network Architecture for Digit Recognition

IEEE transactions on neural networks and learning systems, Volume 30, Issue 9, 2019, Pages 1-10.

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Keywords:
Computer architectureNeural networksTask analysisImage recognitionConvolutionMore(2+)

Abstract:

Deep neural networks have proved promising results in many applications and fields, but they are still assimilated to a black box. Thus, it is very useful to introduce interpretability aspects to prevent the blind application of deep networks. This paper proposed an interpretable morphological convolutional neural network called Morph-CNN...More

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