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Neural networks promise sharpest ever images

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The frames here show an example of an original galaxy image (left), the same image deliberately degraded (second from left), the image after recovery...

Machine learning method accurately predicts metallic defects

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For the first time, researchers at the Lawrence Berkeley National Laboratory (Berkeley Lab) have built and trained machine learning algorithms to predict defect behavior...

Network traffic anomaly detection – machine learning

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Basic architecture and procedures of the proposed algorithm. Credit: University of Electro-Communications "Diagnosing unusual events (called "anomalies") in a large-scale network like Internet Service Providers...

Computer learns to recognize sounds by watching video

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The researchers’ neural network was fed video from 26 terabytes of video data downloaded from the photo-sharing site Flickr. Researchers found the network can...

What do Netflix, Google and planetary systems have in common?

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Dan Tamayo is a postdoctoral fellow in the Centre for Planetary Science at U of T Scarborough.Credit: Photo by Ken Jones Same class of algorithms...

Making computers explain themselves

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Researchers from MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) have devised a way to train neural networks so that they provide not only...