Predicting backbone Cα angles and dihedrals from protein sequences by stacked sparse auto-encoder deep neural network.
James G. LyonsAbdollah DehzangiRhys HeffernanAlok SharmaKuldip K. PaliwalAbdul SattarYaoqi ZhouYuedong YangPublished in: J. Comput. Chem. (2014)
Keyphrases
- protein sequences
- neural network
- protein backbone
- protein structure
- computational biology
- secondary structure
- biological sequences
- amino acids
- amino acid sequences
- high dimensional
- bit rate
- multiple sequence alignment
- sequence analysis
- protein classification
- protein structure and function
- protein function
- multiple alignment
- protein structural
- amino acid composition
- genetic algorithm