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Predicting residue-residue contact maps by a two-layer, integrated neural-network method

A neural network method (SPINE-2D) is introduced to provide a sequence-based prediction of residue-residue contact maps. This method is built on the success of SPINE in predicting secondary structure, residue solvent accessibility, and backbone torsion angles via large-scale training with overfit pr...

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Bibliografiske detaljer
Main Authors: Xue, Bin, Faraggi, Eshel, Zhou, Yaoqi
Format: Artigo
Sprog:Inglês
Udgivet: 2009
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2716487/
https://ncbi.nlm.nih.gov/pubmed/19137600
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/prot.22329
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