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Using a neural network originally developed for computer vision, the researchers have developed a deep learning toolkit that can help scientists study rare cell types and possibly identify mutations that make people more vulnerable to diseases. The new deep learning toolkit, called AtacWorks, allows us to study how diseases and genomic variation influence very specific types of cells of the human body, Nvidia researcher Avantika Lal, lead author on the paper, told reporters last week. And this will enable previously impossible biological discovery, and we hope would also contribute to the discovery of new drug targets. AtacWorks, featured in Nature Communications, works with ATAC-seq a popular method for finding the parts of the human genome that are accessible in cells. ....
Oracle Roving Edge Infrastructure: Bringing The Oracle Cloud To The Edge “We are delivering a completely disconnected device. We can load the customer application, such as a machine learning model for use with facial recognition or vehicle identification, for instance. The big public cloud providers have done a great job with scale-out and containers. But the answer for scale-up is to connect the application to the cloud,” says Ross Brown, vice president of product marketing for Oracle Cloud infrastructure. By Joseph F. Kovar February 09, 2021, 11:00 AM EST Oracle on Tuesday moved to bring its core cloud infrastructure capabilities to the edge with the introduction of Oracle Roving Edge Infrastructure, a new ruggedized, pre-configured edge device that can be deployed where needed to operate clients’ applications and workloads in the field. ....