Sentences with phrase «applying deep neural networks»
«This is especially relevant when applying deep neural networks to medical tasks where the disease - specific data is often costly to label with a gold standard and where the datasets are relatively small in sample size compared to those for deep learning applications in other fields.»
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Startup SWIM.AI emerges from stealth with technology that applies deep neural networking models to enable data analysis at the edge of the network.
Not exact matches
«This applies to any deep - learning architecture, and the technique scales sublinearly, which means that the larger the deep neural network to which this is applied, the more the savings in computations there will be,» said lead researcher Anshumali Shrivastava, an assistant professor of computer science at Rice.
The researchers, who published their work in Cell today (April 12), designed their a neural network, a program modeled after the brain, using an approach called deep learning, which uses data to recognize patterns, form rules, and apply those rules to new information.
Deep convolutional neural networks have been successfully applied to many image - processing problems in recent works.