Text summarization with the help of deep learning

The google Brain team open-sourced the TensorFlow model code for generating news headlines. Below are some examples. The first column shows the model input, which is the first sentence of a news article. The second column shows the headline generated by the algorithm.

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Deep neural networks and machine-learning are key players of artificial intelligence. They are simulating basic information processing of the brain and are more and more used in many products.

More information: research.googleblog.com

Algorithm Identify depression by studying Instagram Photos

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Researchers used a machine-learning algorithm fed with Instagram streams to spot the correlations between depression and images. Depressed individuals prefer bluer, darker images and also received fewer likes than healthy people. Currently the detection rate is at 70 percent, which is a higher rate than GPs are able to identify.

Deep neural networks and machine-learning are key players of artificial intelligence. They are simulating basic information processing of the brain and are more and more used in many products.

More information: www.technologyreview.com

KnuEdge – neural chip company unveiled

Ex head of NASA unveiled the company KnuEdge, which started ten years ago and worked undercover until now. They are developing a high efficient, brain like computer chip, which is also scalable by combining multiples of them together.

Deep neural networks are key players of artificial intelligence. They are simulating basic information processing of the brain and are more and more used in many products.

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More information: www.bloomberg.com

Algorithm clones artistic style and applies it to other images or movies

Manuel Ruder at the University of Freiburg in Germany is showing within this video how different artistic styles are transferred to other movie sequences. The technology is based on a deep neural network, which is analyzing the content of the target image and is also identifying the artistic style of the source image by finding correlations between the content and the way how this is reproduced by the artist.

Deep neural networks are key players of artificial intelligence. They are simulating basic information processing of the brain and are more and more used in many products.