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Deducing high-accuracy protein contact-maps from a triplet of coevolutionary matrices through deep residual convolutional networks
The topology of protein folds can be specified by the inter-residue contact-maps and accurate contact-map prediction can help ab initio structure folding. We developed TripletRes to deduce protein contact-maps from discretized distance profiles by end-to-end training of deep residual neural-networks...
Uloženo v:
| Vydáno v: | PLoS Comput Biol |
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| Hlavní autoři: | , , , , , , |
| Médium: | Artigo |
| Jazyk: | Inglês |
| Vydáno: |
Public Library of Science
2021
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| Témata: | |
| On-line přístup: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8026059/ https://ncbi.nlm.nih.gov/pubmed/33770072 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1008865 |
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