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Learning protein constitutive motifs from sequence data
Statistical analysis of evolutionary-related protein sequences provides information about their structure, function, and history. We show that Restricted Boltzmann Machines (RBM), designed to learn complex high-dimensional data and their statistical features, can efficiently model protein families f...
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| Publicado no: | eLife |
|---|---|
| Main Authors: | , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
eLife Sciences Publications, Ltd
2019
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6436896/ https://ncbi.nlm.nih.gov/pubmed/30857591 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7554/eLife.39397 |
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