CNNH_PSS: protein 8-class secondary structure prediction by convolutional neural network with highway

Abstract Background Protein secondary structure is the three dimensional form of local segments of proteins and its prediction is an important problem in protein tertiary structure prediction. Developing computational approaches for protein secondary structure prediction is becoming increasingly urg...

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Autors principals: Jiyun Zhou, Hongpeng Wang, Zhishan Zhao, Ruifeng Xu, Qin Lu
Format: Artigo
Idioma:Inglês
Publicat: BMC 2018-05-01
Col·lecció:BMC Bioinformatics
Matèries:
Protein secondary structure
Convolutional neural network
Highway
Local context
Long-range interdependency
Accés en línia:http://link.springer.com/article/10.1186/s12859-018-2067-8
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