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De novo profile generation based on sequence context specificity with the long short-term memory network
BACKGROUND: Long short-term memory (LSTM) is one of the most attractive deep learning methods to learn time series or contexts of input data. Increasing studies, including biological sequence analyses in bioinformatics, utilize this architecture. Amino acid sequence profiles are widely used for bioi...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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BioMed Central
2018
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6052547/ https://www.ncbi.nlm.nih.gov/pubmed/30021530 http://dx.doi.org/10.1186/s12859-018-2284-1 |