A unified multitask architecture for predicting local protein properties.

A variety of functionally important protein properties, such as secondary structure, transmembrane topology and solvent accessibility, can be encoded as a labeling of amino acids. Indeed, the prediction of such properties from the primary amino acid sequence is one of the core projects of computatio...

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Bibliographic Details
Main Authors: Yanjun Qi, Merja Oja, Jason Weston, William Stafford Noble
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2012-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3312883?pdf=render