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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...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Public Library of Science
2017
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5549771/ https://www.ncbi.nlm.nih.gov/pubmed/28749969 http://dx.doi.org/10.1371/journal.pcbi.1005690 |