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An introduction to deep learning on biological sequence data: examples and solutions

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0 Published in 2017 at "Bioinformatics"

DOI: 10.1093/bioinformatics/btx531

Abstract: Motivation Deep neural network architectures such as convolutional and long short‐term memory networks have become increasingly popular as machine learning tools during the recent years. The availability of greater computational resources, more data, new algorithms… read more here.

Keywords: deep learning; biology; biological sequence; introduction deep ... See more keywords

An Introduction to Deep Morphological Networks

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1 Published in 2021 at "IEEE Access"

DOI: 10.1109/access.2021.3104405

Abstract: Over the past decade, Convolutional Networks (ConvNets) have renewed the perspectives of the research and industrial communities. Although this deep learning technique may be composed of multiple layers, its core operation is the convolution, an… read more here.

Keywords: deep morphological; introduction deep; morphological networks;