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Prediction of Contact Maps Using Modified Transiently Chaotic Neural Network.

Authors :
Wang, Jun
Yi, Zhang
Zurada, Jacek M.
Lu, Bao-Liang
Yin, Hujun
Liu, Guixia
Zhu, Yuanxian
Zhou, Wengang
Zhou, Chunguang
Wang, Rongxing
Source :
Advances in Neural Networks - ISNN 2006 (9783540344827); 2006, p696-701, 6p
Publication Year :
2006

Abstract

Contact maps are considered one of the most useful strategic steps in protein folding recognition. And there are a variety of measures of residues contact used in the literature. In this paper, we address our question on using a transiently chaotic neural network to predict the contact maps and whether it is reasonable. Our results show that it is more successful that we predict proteins contact maps based on modified transiently chaotic neural network. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783540344827
Database :
Supplemental Index
Journal :
Advances in Neural Networks - ISNN 2006 (9783540344827)
Publication Type :
Book
Accession number :
32862473
Full Text :
https://doi.org/10.1007/11760191_102