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TopologyNet: Topology based deep convolutional and multi-task neural networks for biomolecular property predictions
Although deep learning approaches have had tremendous success in image, video and audio processing, computer vision, and speech recognition, their applications to three-dimensional (3D) biomolecular structural data sets have been hindered by the geometric and biological complexity. To address this p...
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| Publicat a: | PLoS Comput Biol |
|---|---|
| Autors principals: | , |
| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
Public Library of Science
2017
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| Matèries: | |
| Accés en línia: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5549771/ https://ncbi.nlm.nih.gov/pubmed/28749969 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1005690 |
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