Deep learning methods for protein torsion angle prediction

Deep learning methods for protein torsion angle prediction

Abstract Background Deep learning is one of the most powerful machine learning methods that has achieved the state-of-the-art performance in many domains. Since deep learning was introduced to the field of bioinformatics in 2012, it has achieved success in a number of areas such as protein residue-r...

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Bibliographic Details
Main Authors: Haiou Li, Jie Hou, Badri Adhikari, Qiang Lyu, Jianlin Cheng
Format: Article
Language:English
Published: BMC 2017-09-01
Series:BMC Bioinformatics
Subjects:
Deep learning
Deep recurrent neural network
Restricted Boltzmann machine
Protein torsion angle prediction
Online Access:http://link.springer.com/article/10.1186/s12859-017-1834-2

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http://link.springer.com/article/10.1186/s12859-017-1834-2

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