For example, algorithms based on deep learning can determine the location and size of tumors. This is the result of AutoPET, an international competition in medical image analysis, where ...

Machine learning and deep learning have been ... Ordinary programming algorithms tell the computer what to do in a straightforward way. For example, sorting algorithms turn unordered data into ...

After all, many “traditional” machine learning algorithms ... deep neural networks. It’s used with convolutional neural networks trained to extract features from video frames, for example ...

There is a lot of buzz around artificial intelligence and its different algorithms ... time for a deep learning network from weeks to hours or may be lesser than this. For example, driverless ...

Deep learning ... examples used in training—it cannot contextualize the situation and frequently breaks. They are opaque because, unlike traditional programs with their formal, debuggable code ...

Large amounts of labeled data are used to train deep learning algorithms to connect data ... output based on its training data. In this example of the deep learning process, the user uploads ...

Deep learning algorithms are modeled after the structure and function of the human brain, making use of multiple layers of artificial neurons (hence "deep" learning). These layers allow the system ...

UDRI researchers apply their expertise in deep learning in order to develop algorithms that train neural networks to learn unsupervised from collected data and make specific predictions. These ...