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Expectation pooling: an effective and interpretable pooling method for predicting DNA–protein binding
MOTIVATION: Convolutional neural networks (CNNs) have outperformed conventional methods in modeling the sequence specificity of DNA–protein binding. While previous studies have built a connection between CNNs and probabilistic models, simple models of CNNs cannot achieve sufficient accuracy on this...
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| Publicado no: | Bioinformatics |
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| Main Authors: | , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Oxford University Press
2020
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7703793/ https://ncbi.nlm.nih.gov/pubmed/31598637 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btz768 |
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