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Towards recognition of protein function based on its structure using deep convolutional networks

Published • Dec 1, 2016
Authors:
Amirhossein Tavanaei
,
Anthony S. Maida
,
Arun Kaniymattam

Abstract

This paper proposes a novel method for protein function recognition using deep learning. Recently, deep convolutional neural networks (DCNNs) demonstrated high performances in many areas of pattern recognition. Protein function is often associated with its tertiary structure denoting the active doma...

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